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enforces Pydantic v2 strict models on client.responses.parse and removes legacy beta.threads assistants helpers.","schemaDriftRisk":"medium","affectedSymbols":["OpenAI","AsyncOpenAI","client.responses.parse"],"migrationBefore":"completion = client.beta.chat.completions.parse(\n    model=\"gpt-4o\",\n    messages=messages,\n    response_format=CalendarEvent,\n)","migrationAfter":"response = client.responses.parse(\n    model=\"gpt-5\",\n    input=messages,\n    text_format=CalendarEvent,\n)","description":"The official Python library for the openai 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drops Python 3.9 support, requires typed thinking blocks on multi-turn tool loops, and updates streaming citation events.","schemaDriftRisk":"medium","affectedSymbols":["Anthropic","AsyncAnthropic","messages.stream"],"migrationBefore":"client.beta.prompt_caching.messages.create(model=\"claude-3-5-sonnet-20241022\", messages=msgs)","migrationAfter":"client.messages.create(model=\"claude-sonnet-4-5\", max_tokens=4096, messages=msgs)","description":"The official Python library for the anthropic API","latestVersion":"2.3.0","latestPublishedAt":"2026-10-23T23:18:45.779480Z","recentVersions":[{"version":"2.3.0","publishedAt":"2026-10-23T23:18:45.779480Z"},{"version":"2.2.0","publishedAt":"2026-10-23T13:10:31.356744Z"},{"version":"2.1.0","publishedAt":"2026-10-21T22:00:54.480521Z"},{"version":"2.0.0","publishedAt":"2026-10-21T15:51:54.549615Z"},{"version":"1.17.0","publishedAt":"2026-10-20T22:13:32.585203Z"},{"version":"1.16.0","publishedAt":"2026-10-20T17:50:14.680219Z"}],"releasesLast90d":30,"dependenciesCount":17,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/anthropic/","githubUrl":"https://github.com/anthropics/anthropic-sdk-python","installCommand":"pip install \"anthropic==2.3.0\"","stabilityScore":78,"stabilityGrade":"B"},{"slug":"mcp-python","packageName":"mcp","registry":"pypi","kind":"sdk","subcategory":"MCP Core SDK","displayName":"Model Context Protocol Python SDK","vendor":"Model Context Protocol","githubRepo":"modelcontextprotocol/python-sdk","breakingSummary":"v2.x restructures FastMCP lifespan context, StreamableHTTP session handling, and CallToolResult structuredContent validation.","schemaDriftRisk":"high","affectedSymbols":["FastMCP","ClientSession","streamablehttp_client","CallToolResult"],"migrationBefore":"from mcp.client.sse import sse_client\nasync with sse_client(\"http://localhost:8000/sse\") as (read, write):\n    async with ClientSession(read, write) as session:\n        await session.initialize()","migrationAfter":"from mcp.client.streamable_http import streamablehttp_client\nasync with streamablehttp_client(\"http://localhost:8000/mcp\") as (read, write, _):\n    async with ClientSession(read, write) as session:\n        await session.initialize()","description":"Model Context Protocol 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composition mounts, OAuth proxy providers, and strict output_schema serialization.","schemaDriftRisk":"high","affectedSymbols":["FastMCP","Context","Client","mount"],"migrationBefore":"mcp.mount(\"sub\", sub_server)","migrationAfter":"mcp.mount(sub_server, prefix=\"sub\")","description":"The fast, Pythonic way to build MCP servers and clients.","latestVersion":"4.1.3","latestPublishedAt":"2026-10-20T22:44:33.334457Z","recentVersions":[{"version":"3.4.11","publishedAt":"2026-10-20T22:44:33.334457Z"},{"version":"4.1.3","publishedAt":"2026-10-20T22:32:22.881198Z"},{"version":"3.4.10","publishedAt":"2026-10-20T14:49:37.137235Z"},{"version":"4.1.2","publishedAt":"2026-10-20T14:01:33.947417Z"},{"version":"4.1.1","publishedAt":"2026-10-18T02:14:14.302293Z"},{"version":"3.4.9","publishedAt":"2026-10-16T20:47:35.482647Z"}],"releasesLast90d":23,"dependenciesCount":9,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/fastmcp/","githubUrl":"https://github.com/jlowin/fastmcp","installCommand":"pip install \"fastmcp==4.1.3\"","stabilityScore":74,"stabilityGrade":"C+"},{"slug":"langgraph-python","packageName":"langgraph","registry":"pypi","kind":"sdk","subcategory":"Agent Framework","displayName":"LangGraph (Python)","vendor":"LangChain","githubRepo":"langchain-ai/langgraph","breakingSummary":"v1.x standardizes human-in-the-loop interrupt() and Command(resume=...) primitives and moves prebuilt agents to langgraph.prebuilt.","schemaDriftRisk":"medium","affectedSymbols":["StateGraph","interrupt","Command"," InMemorySaver"],"migrationBefore":"from langgraph.checkpoint.sqlite import SqliteSaver\nmemory = SqliteSaver.from_conn_string(\":memory:\")","migrationAfter":"from langgraph.checkpoint.memory import InMemorySaver\ncheckpointer = InMemorySaver()","description":"Building stateful, multi-actor applications with LLMs","latestVersion":"1.2.17","latestPublishedAt":"2026-10-24T01:07:49.155588Z","recentVersions":[{"version":"1.2.17","publishedAt":"2026-10-24T01:07:49.155588Z"},{"version":"1.2.16","publishedAt":"2026-10-16T22:11:12.638076Z"},{"version":"1.2.15","publishedAt":"2026-10-12T22:38:11.806804Z"},{"version":"1.2.14","publishedAt":"2026-10-06T14:41:18.129073Z"},{"version":"1.2.13","publishedAt":"2026-10-05T17:51:20.221333Z"},{"version":"1.2.12","publishedAt":"2026-09-21T14:43:28.196799Z"}],"releasesLast90d":8,"dependenciesCount":6,"license":"MIT","registryUrl":"https://pypi.org/project/langgraph/","githubUrl":"https://github.com/langchain-ai/langgraph","installCommand":"pip install \"langgraph==1.2.17\"","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"crewai-python","packageName":"crewai","registry":"pypi","kind":"sdk","subcategory":"Agent Framework","displayName":"CrewAI","vendor":"CrewAI","githubRepo":"crewAIInc/crewAI","breakingSummary":"v1.x Flows and Crew memory backends use native LiteLLM / provider clients and enforce BaseTool args_schema Pydantic v2 classes.","schemaDriftRisk":"high","affectedSymbols":["Agent","Task","Crew","Flow","BaseTool"],"migrationBefore":"from crewai_tools import tool\n@tool(\"search\")\ndef search(q: str) -> str: ...","migrationAfter":"from crewai.tools import tool\n@tool(\"search\")\ndef search(q: str) -> str:\n    \"\"\"Search query\"\"\"\n    return q","description":"Cutting-edge framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.","latestVersion":"1.15.30","latestPublishedAt":"2026-10-24T06:15:21.239993Z","recentVersions":[{"version":"1.15.30.dev20261024","publishedAt":"2026-10-24T06:15:21.239993Z"},{"version":"1.15.30","publishedAt":"2026-10-24T01:56:42.336852Z"},{"version":"1.15.29","publishedAt":"2026-10-23T17:36:08.545513Z"},{"version":"1.15.28.dev20261023","publishedAt":"2026-10-23T06:16:59.571470Z"},{"version":"1.15.28.dev20261022","publishedAt":"2026-10-22T06:16:54.110059Z"},{"version":"1.15.28.dev20261021","publishedAt":"2026-10-21T06:16:39.980322Z"}],"releasesLast90d":96,"dependenciesCount":57,"license":"MIT","registryUrl":"https://pypi.org/project/crewai/","githubUrl":"https://github.com/crewAIInc/crewAI","installCommand":"pip install 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model cost maps, Anthropic/Bedrock tool call argument normalization, and MCP gateway bridge routes.","schemaDriftRisk":"high","affectedSymbols":["completion","acompletion","responses","experimental_mcp_client"],"migrationBefore":"res = litellm.completion(model=\"claude-3-sonnet\", messages=msgs, functions=fns)","migrationAfter":"res = litellm.completion(model=\"anthropic/claude-sonnet-4-5\", messages=msgs, tools=tools)","description":"Library to easily interface with LLM API 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Agents write python code to call tools or orchestrate other agents.","latestVersion":"1.26.0","latestPublishedAt":"2026-05-29T05:08:43.280962Z","recentVersions":[{"version":"1.26.0","publishedAt":"2026-05-29T05:08:43.280962Z"},{"version":"1.25.0","publishedAt":"2026-05-14T11:36:16.367883Z"},{"version":"1.24.0","publishedAt":"2026-01-16T05:37:02.903788Z"},{"version":"1.23.0","publishedAt":"2025-11-17T14:20:26.231628Z"},{"version":"1.22.0","publishedAt":"2025-09-25T08:42:54.205256Z"},{"version":"1.21.3","publishedAt":"2025-09-01T14:33:33.634769Z"}],"releasesLast90d":0,"dependenciesCount":53,"license":"MIT","registryUrl":"https://pypi.org/project/smolagents/","githubUrl":"https://github.com/huggingface/smolagents","installCommand":"pip install \"smolagents==1.26.0\"","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-aws-docs-mcp","packageName":"awslabs.aws-documentation-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Developer Docs MCP","displayName":"AWS Documentation MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.aws-documentation-mcp-server@latest deployments risk parameter drift across read_documentation and search_documentation.","schemaDriftRisk":"medium","affectedSymbols":["read_documentation","search_documentation","recommend"],"migrationBefore":"\"awslabs-aws-docs-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.aws-documentation-mcp-server\"]\n}","migrationAfter":"\"awslabs-aws-docs-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.aws-documentation-mcp-server@1.2.3\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for AWS Documentation","latestVersion":"1.2.3","latestPublishedAt":"2026-10-13T10:56:49.574120Z","recentVersions":[{"version":"1.2.3","publishedAt":"2026-10-13T10:56:49.574120Z"},{"version":"1.2.2","publishedAt":"2026-09-30T08:54:27.255903Z"},{"version":"1.2.1","publishedAt":"2026-09-08T15:03:44.029710Z"},{"version":"1.2.0","publishedAt":"2026-08-26T16:58:29.089665Z"},{"version":"1.1.30","publishedAt":"2026-08-10T23:26:58.755935Z"},{"version":"1.1.29","publishedAt":"2026-08-05T09:41:27.487486Z"}],"releasesLast90d":7,"dependenciesCount":6,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.aws-documentation-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.aws-documentation-mcp-server@1.2.3","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-cdk-mcp","packageName":"awslabs.cdk-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Cloud & Infra MCP","displayName":"AWS CDK MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.cdk-mcp-server@latest deployments risk parameter drift across CDKGeneralGuidance and ExplainCDKNagRule.","schemaDriftRisk":"medium","affectedSymbols":["CDKGeneralGuidance","ExplainCDKNagRule","SearchGenAICDKConstructs"],"migrationBefore":"\"awslabs-cdk-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.cdk-mcp-server\"]\n}","migrationAfter":"\"awslabs-cdk-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.cdk-mcp-server@1.0.15\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS CDK MCP server that provides guidance on AWS Cloud Development Kit best practices, infrastructure as code patterns, and security compliance with CDK Nag. This server offers tools to validate infrastructure designs, explain CDK Nag rules, analyze suppressions, generate Bedrock Agent schemas, and discover Solutions Constructs patterns.","latestVersion":"1.0.15","latestPublishedAt":"2026-03-05T19:55:38.222788Z","recentVersions":[{"version":"1.0.15","publishedAt":"2026-03-05T19:55:38.222788Z"},{"version":"1.0.14","publishedAt":"2026-02-05T02:34:52.772857Z"},{"version":"1.0.13","publishedAt":"2026-01-15T01:34:02.976966Z"},{"version":"1.0.12","publishedAt":"2026-01-09T03:09:11.751555Z"},{"version":"1.0.11","publishedAt":"2025-12-31T00:12:47.646454Z"},{"version":"1.0.10","publishedAt":"2025-12-11T23:40:48.849281Z"}],"releasesLast90d":0,"dependenciesCount":5,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.cdk-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.cdk-mcp-server@1.0.15","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-terraform-mcp","packageName":"awslabs.terraform-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Cloud & Infra MCP","displayName":"AWS Terraform MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.terraform-mcp-server@latest deployments risk parameter drift across ExecuteTerraformCommand and SearchAwsProviderDocs.","schemaDriftRisk":"medium","affectedSymbols":["ExecuteTerraformCommand","SearchAwsProviderDocs","RunCheckovScan"],"migrationBefore":"\"awslabs-terraform-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.terraform-mcp-server\"]\n}","migrationAfter":"\"awslabs-terraform-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.terraform-mcp-server@1.0.18\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for terraform","latestVersion":"1.0.18","latestPublishedAt":"2026-03-09T22:14:11.184455Z","recentVersions":[{"version":"1.0.18","publishedAt":"2026-03-09T22:14:11.184455Z"},{"version":"1.0.17","publishedAt":"2026-03-09T17:34:05.222864Z"},{"version":"1.0.16","publishedAt":"2026-03-05T20:26:19.189256Z"},{"version":"1.0.15","publishedAt":"2026-02-05T03:02:37.403265Z"},{"version":"1.0.14","publishedAt":"2026-01-21T12:54:37.965451Z"},{"version":"1.0.13","publishedAt":"2026-01-15T01:58:14.095336Z"}],"releasesLast90d":0,"dependenciesCount":9,"license":"MIT","registryUrl":"https://pypi.org/project/awslabs.terraform-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.terraform-mcp-server@1.0.18","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-eks-mcp","packageName":"awslabs.eks-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Cloud & Infra MCP","displayName":"AWS EKS Kubernetes MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.eks-mcp-server@latest deployments risk parameter drift across manage_eks_stacks and list_k8s_resources.","schemaDriftRisk":"medium","affectedSymbols":["manage_eks_stacks","list_k8s_resources","get_pod_logs"],"migrationBefore":"\"awslabs-eks-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.eks-mcp-server\"]\n}","migrationAfter":"\"awslabs-eks-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.eks-mcp-server@0.2.1\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for EKS","latestVersion":"0.2.1","latestPublishedAt":"2026-09-08T15:16:30.180546Z","recentVersions":[{"version":"0.2.1","publishedAt":"2026-09-08T15:16:30.180546Z"},{"version":"0.2.0","publishedAt":"2026-08-26T21:31:12.312969Z"},{"version":"0.1.37","publishedAt":"2026-08-10T23:38:47.294655Z"},{"version":"0.1.36","publishedAt":"2026-08-05T11:03:35.021139Z"},{"version":"0.1.35","publishedAt":"2026-07-28T19:16:26.732409Z"},{"version":"0.1.34","publishedAt":"2026-07-22T14:26:28.565391Z"}],"releasesLast90d":5,"dependenciesCount":9,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.eks-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.eks-mcp-server@0.2.1","stabilityScore":81,"stabilityGrade":"B"},{"slug":"awslabs-lambda-mcp","packageName":"awslabs.lambda-tool-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Cloud & Infra MCP","displayName":"AWS Lambda Tool MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.lambda-tool-mcp-server@latest deployments risk parameter drift across invoke_lambda_function and list_lambda_functions.","schemaDriftRisk":"medium","affectedSymbols":["invoke_lambda_function","list_lambda_functions"],"migrationBefore":"\"awslabs-lambda-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.lambda-tool-mcp-server\"]\n}","migrationAfter":"\"awslabs-lambda-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.lambda-tool-mcp-server@2.1.1\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for AWS Lambda Tools","latestVersion":"2.1.1","latestPublishedAt":"2026-09-08T15:20:42.332257Z","recentVersions":[{"version":"2.1.1","publishedAt":"2026-09-08T15:20:42.332257Z"},{"version":"2.1.0","publishedAt":"2026-08-26T21:31:31.570526Z"},{"version":"2.0.22","publishedAt":"2026-08-10T23:45:12.515701Z"},{"version":"2.0.21","publishedAt":"2026-08-05T11:36:37.932119Z"},{"version":"2.0.20","publishedAt":"2026-07-28T19:20:15.480234Z"},{"version":"2.0.19","publishedAt":"2026-05-09T00:41:30.157479Z"}],"releasesLast90d":5,"dependenciesCount":3,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.lambda-tool-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.lambda-tool-mcp-server@2.1.1","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-cost-mcp","packageName":"awslabs.cost-analysis-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Cloud & Infra MCP","displayName":"AWS Cost Analysis MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.cost-analysis-mcp-server@latest deployments risk parameter drift across get_cost_and_usage and analyze_cdk_project_costs.","schemaDriftRisk":"medium","affectedSymbols":["get_cost_and_usage","analyze_cdk_project_costs"],"migrationBefore":"\"awslabs-cost-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.cost-analysis-mcp-server\"]\n}","migrationAfter":"\"awslabs-cost-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.cost-analysis-mcp-server@1.0.5\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for Cost Analysis of the AWS services","latestVersion":"1.0.5","latestPublishedAt":"2025-07-09T20:23:00.233417Z","recentVersions":[{"version":"1.0.5","publishedAt":"2025-07-09T20:23:00.233417Z"},{"version":"1.0.4","publishedAt":"2025-07-01T22:15:26.032717Z"},{"version":"1.0.3","publishedAt":"2025-06-27T21:16:47.872321Z"},{"version":"1.0.2","publishedAt":"2025-06-13T17:16:16.912812Z"},{"version":"1.0.1","publishedAt":"2025-06-04T23:29:36.311083Z"},{"version":"1.0.0","publishedAt":"2025-05-27T16:26:14.183966Z"}],"releasesLast90d":0,"dependenciesCount":8,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.cost-analysis-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.cost-analysis-mcp-server@1.0.5","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-cloudwatch-mcp","packageName":"awslabs.cloudwatch-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Observability MCP","displayName":"AWS CloudWatch MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.cloudwatch-mcp-server@latest deployments risk parameter drift across describe_log_groups and execute_log_insights_query.","schemaDriftRisk":"medium","affectedSymbols":["describe_log_groups","execute_log_insights_query","get_active_alarms"],"migrationBefore":"\"awslabs-cloudwatch-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.cloudwatch-mcp-server\"]\n}","migrationAfter":"\"awslabs-cloudwatch-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.cloudwatch-mcp-server@0.3.1\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for cloudwatch","latestVersion":"0.3.1","latestPublishedAt":"2026-09-22T06:30:03.516925Z","recentVersions":[{"version":"0.3.1","publishedAt":"2026-09-22T06:30:03.516925Z"},{"version":"0.2.1","publishedAt":"2026-09-08T15:16:17.906122Z"},{"version":"0.2.0","publishedAt":"2026-08-26T19:33:39.835464Z"},{"version":"0.1.8","publishedAt":"2026-08-10T23:38:46.118746Z"},{"version":"0.1.7","publishedAt":"2026-08-05T11:03:32.803934Z"},{"version":"0.1.6","publishedAt":"2026-07-28T19:16:27.495645Z"}],"releasesLast90d":6,"dependenciesCount":8,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.cloudwatch-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.cloudwatch-mcp-server@0.3.1","stabilityScore":81,"stabilityGrade":"B"},{"slug":"awslabs-dynamodb-mcp","packageName":"awslabs.dynamodb-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Database & Backend MCP","displayName":"AWS DynamoDB MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.dynamodb-mcp-server@latest deployments risk parameter drift across dynamodb_data_modeling and put_item.","schemaDriftRisk":"medium","affectedSymbols":["dynamodb_data_modeling","put_item","query_table"],"migrationBefore":"\"awslabs-dynamodb-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.dynamodb-mcp-server\"]\n}","migrationAfter":"\"awslabs-dynamodb-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.dynamodb-mcp-server@2.1.8\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"The official MCP Server for interacting with AWS DynamoDB","latestVersion":"2.1.8","latestPublishedAt":"2026-09-08T15:16:15.421438Z","recentVersions":[{"version":"2.1.8","publishedAt":"2026-09-08T15:16:15.421438Z"},{"version":"2.1.7","publishedAt":"2026-08-26T21:31:07.866019Z"},{"version":"2.1.6","publishedAt":"2026-08-14T00:15:59.215001Z"},{"version":"2.1.5","publishedAt":"2026-08-05T11:03:32.047301Z"},{"version":"2.1.4","publishedAt":"2026-07-14T00:07:29.212403Z"},{"version":"2.1.3","publishedAt":"2026-05-09T00:41:29.843076Z"}],"releasesLast90d":4,"dependenciesCount":9,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.dynamodb-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.dynamodb-mcp-server@2.1.8","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-postgres-mcp","packageName":"awslabs.postgres-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Database & Backend MCP","displayName":"AWS RDS Postgres MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.postgres-mcp-server@latest deployments risk parameter drift across run_query and get_table_schema.","schemaDriftRisk":"medium","affectedSymbols":["run_query","get_table_schema","connect_to_database"],"migrationBefore":"\"awslabs-postgres-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.postgres-mcp-server\"]\n}","migrationAfter":"\"awslabs-postgres-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.postgres-mcp-server@1.2.2\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for postgres","latestVersion":"1.2.2","latestPublishedAt":"2026-09-22T06:30:11.376243Z","recentVersions":[{"version":"1.2.2","publishedAt":"2026-09-22T06:30:11.376243Z"},{"version":"1.2.1","publishedAt":"2026-09-08T15:22:44.901533Z"},{"version":"1.2.0","publishedAt":"2026-08-26T21:57:59.320941Z"},{"version":"1.1.11","publishedAt":"2026-08-10T23:56:10.766347Z"},{"version":"1.1.10","publishedAt":"2026-08-05T12:25:23.081677Z"},{"version":"1.1.9","publishedAt":"2026-07-28T19:26:25.123410Z"}],"releasesLast90d":6,"dependenciesCount":8,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.postgres-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.postgres-mcp-server@1.2.2","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-bedrock-kb-mcp","packageName":"awslabs.bedrock-kb-retrieval-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Search & Research MCP","displayName":"AWS Bedrock KB Retrieval MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.bedrock-kb-retrieval-mcp-server@latest deployments risk parameter drift across QueryKnowledgeBases and ListKnowledgeBases.","schemaDriftRisk":"medium","affectedSymbols":["QueryKnowledgeBases","ListKnowledgeBases"],"migrationBefore":"\"awslabs-bedrock-kb-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.bedrock-kb-retrieval-mcp-server\"]\n}","migrationAfter":"\"awslabs-bedrock-kb-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.bedrock-kb-retrieval-mcp-server@1.1.2\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for Bedrock Knowledge Base Retrieval","latestVersion":"1.1.2","latestPublishedAt":"2026-09-22T06:30:04.089806Z","recentVersions":[{"version":"1.1.2","publishedAt":"2026-09-22T06:30:04.089806Z"},{"version":"1.1.1","publishedAt":"2026-09-08T15:10:47.020225Z"},{"version":"1.1.0","publishedAt":"2026-08-26T19:33:46.669047Z"},{"version":"1.0.25","publishedAt":"2026-08-10T23:32:48.302217Z"},{"version":"1.0.24","publishedAt":"2026-08-05T09:51:01.733681Z"},{"version":"1.0.23","publishedAt":"2026-07-28T19:11:08.162729Z"}],"releasesLast90d":6,"dependenciesCount":4,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.bedrock-kb-retrieval-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.bedrock-kb-retrieval-mcp-server@1.1.2","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-nova-canvas-mcp","packageName":"awslabs.nova-canvas-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Design & UI MCP","displayName":"Amazon Nova Canvas MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.nova-canvas-mcp-server@latest deployments risk parameter drift across generate_image and generate_image_with_colors.","schemaDriftRisk":"medium","affectedSymbols":["generate_image","generate_image_with_colors"],"migrationBefore":"\"awslabs-nova-canvas-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.nova-canvas-mcp-server\"]\n}","migrationAfter":"\"awslabs-nova-canvas-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.nova-canvas-mcp-server@1.0.15\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for Amazon Nova Canvas","latestVersion":"1.0.15","latestPublishedAt":"2026-03-24T21:32:48.245317Z","recentVersions":[{"version":"1.0.15","publishedAt":"2026-03-24T21:32:48.245317Z"},{"version":"1.0.14","publishedAt":"2026-03-05T20:18:32.591784Z"},{"version":"1.0.13","publishedAt":"2026-02-05T02:49:26.496247Z"},{"version":"1.0.12","publishedAt":"2026-01-15T01:49:59.219840Z"},{"version":"1.0.11","publishedAt":"2026-01-09T05:44:18.036155Z"},{"version":"1.0.10","publishedAt":"2025-12-31T00:34:20.787961Z"}],"releasesLast90d":0,"dependenciesCount":8,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.nova-canvas-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.nova-canvas-mcp-server@1.0.15","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-diagram-mcp","packageName":"awslabs.aws-diagram-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Design & UI MCP","displayName":"AWS Architecture Diagram MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.aws-diagram-mcp-server@latest deployments risk parameter drift across generate_diagram and get_diagram_examples.","schemaDriftRisk":"medium","affectedSymbols":["generate_diagram","get_diagram_examples","list_icons"],"migrationBefore":"\"awslabs-diagram-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.aws-diagram-mcp-server\"]\n}","migrationAfter":"\"awslabs-diagram-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.aws-diagram-mcp-server@1.0.23\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An MCP server that seamlessly creates diagrams using the Python diagrams package DSL","latestVersion":"1.0.23","latestPublishedAt":"2026-03-09T22:14:13.198354Z","recentVersions":[{"version":"1.0.23","publishedAt":"2026-03-09T22:14:13.198354Z"},{"version":"1.0.22","publishedAt":"2026-03-05T19:47:30.450779Z"},{"version":"1.0.21","publishedAt":"2026-03-04T19:14:15.987610Z"},{"version":"1.0.20","publishedAt":"2026-02-19T10:54:44.377714Z"},{"version":"1.0.19","publishedAt":"2026-02-17T09:42:29.844447Z"},{"version":"1.0.18","publishedAt":"2026-02-05T00:17:24.327654Z"}],"releasesLast90d":0,"dependenciesCount":9,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.aws-diagram-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.aws-diagram-mcp-server@1.0.23","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-git-research-mcp","packageName":"awslabs.git-repo-research-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Search & Research MCP","displayName":"AWS Git Repo Research MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.git-repo-research-mcp-server@latest deployments risk parameter drift across create_research_repository and search_research_repository.","schemaDriftRisk":"medium","affectedSymbols":["create_research_repository","search_research_repository"],"migrationBefore":"\"awslabs-git-research-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.git-repo-research-mcp-server\"]\n}","migrationAfter":"\"awslabs-git-research-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.git-repo-research-mcp-server@1.0.15\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for researching git repositories","latestVersion":"1.0.15","latestPublishedAt":"2026-03-24T21:32:53.533774Z","recentVersions":[{"version":"1.0.15","publishedAt":"2026-03-24T21:32:53.533774Z"},{"version":"1.0.14","publishedAt":"2026-03-09T17:34:06.909385Z"},{"version":"1.0.13","publishedAt":"2026-02-05T02:43:29.726585Z"},{"version":"1.0.12","publishedAt":"2026-01-15T01:44:03.040566Z"},{"version":"1.0.11","publishedAt":"2026-01-09T05:35:43.556494Z"},{"version":"1.0.10","publishedAt":"2025-12-31T00:30:06.839018Z"}],"releasesLast90d":0,"dependenciesCount":12,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.git-repo-research-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.git-repo-research-mcp-server@1.0.15","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"awslabs-openapi-mcp","packageName":"awslabs.openapi-mcp-server","registry":"pypi","kind":"mcp","subcategory":"MCP Bridge & Transport","displayName":"AWS Labs OpenAPI MCP Server","vendor":"AWS Labs","githubRepo":"awslabs/mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx awslabs.openapi-mcp-server@latest deployments risk parameter drift across list_api_endpoints and invoke_api_endpoint.","schemaDriftRisk":"medium","affectedSymbols":["list_api_endpoints","invoke_api_endpoint"],"migrationBefore":"\"awslabs-openapi-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.openapi-mcp-server\"]\n}","migrationAfter":"\"awslabs-openapi-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"awslabs.openapi-mcp-server@1.1.6\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An AWS Labs Model Context Protocol (MCP) server for OpenAPI","latestVersion":"1.1.6","latestPublishedAt":"2026-09-08T15:21:20.035438Z","recentVersions":[{"version":"1.1.6","publishedAt":"2026-09-08T15:21:20.035438Z"},{"version":"1.1.5","publishedAt":"2026-08-26T21:57:58.334258Z"},{"version":"1.1.4","publishedAt":"2026-08-10T23:56:15.049708Z"},{"version":"1.1.3","publishedAt":"2026-08-05T11:36:41.910522Z"},{"version":"1.1.2","publishedAt":"2026-07-22T14:26:31.344747Z"},{"version":"1.1.1","publishedAt":"2026-07-14T00:07:34.806177Z"}],"releasesLast90d":4,"dependenciesCount":29,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/awslabs.openapi-mcp-server/","githubUrl":"https://github.com/awslabs/mcp","installCommand":"uvx awslabs.openapi-mcp-server@1.1.6","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"mcp-atlassian-pypi","packageName":"mcp-atlassian","registry":"pypi","kind":"mcp","subcategory":"Productivity & Docs MCP","displayName":"Atlassian Jira & Confluence MCP (Python)","vendor":"Sooperset","githubRepo":"sooperset/mcp-atlassian","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx mcp-atlassian@latest deployments risk parameter drift across jira_get_issue and jira_search.","schemaDriftRisk":"medium","affectedSymbols":["jira_get_issue","jira_search","confluence_search","confluence_get_page"],"migrationBefore":"\"mcp-atlassian-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-atlassian\"]\n}","migrationAfter":"\"mcp-atlassian-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-atlassian@0.23.1\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"The Model Context Protocol (MCP) Atlassian integration is an open-source implementation that bridges Atlassian products (Jira and Confluence) with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Atlassian tools while maintaining data privacy and security. Key features include:","latestVersion":"0.23.1","latestPublishedAt":"2026-08-19T00:38:29.820220Z","recentVersions":[{"version":"0.23.1","publishedAt":"2026-08-19T00:38:29.820220Z"},{"version":"0.23.0","publishedAt":"2026-07-18T00:34:49.985822Z"},{"version":"0.22.1","publishedAt":"2026-07-11T04:29:09.876322Z"},{"version":"0.22.0","publishedAt":"2026-07-10T13:40:13.653963Z"},{"version":"0.21.1","publishedAt":"2026-04-10T07:31:59.834461Z"},{"version":"0.21.0","publishedAt":"2026-03-02T07:49:57.198349Z"}],"releasesLast90d":1,"dependenciesCount":28,"license":"MIT","registryUrl":"https://pypi.org/project/mcp-atlassian/","githubUrl":"https://github.com/sooperset/mcp-atlassian","installCommand":"uvx mcp-atlassian@0.23.1","stabilityScore":81,"stabilityGrade":"B"},{"slug":"mcp-neo4j-cypher","packageName":"mcp-neo4j-cypher","registry":"pypi","kind":"mcp","subcategory":"Database & Backend MCP","displayName":"Neo4j Cypher Graph MCP Server","vendor":"Neo4j","githubRepo":"neo4j-contrib/mcp-neo4j","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx mcp-neo4j-cypher@latest deployments risk parameter drift across read_neo4j_cypher and write_neo4j_cypher.","schemaDriftRisk":"medium","affectedSymbols":["read_neo4j_cypher","write_neo4j_cypher","get_neo4j_schema"],"migrationBefore":"\"mcp-neo4j-cypher\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-neo4j-cypher\"]\n}","migrationAfter":"\"mcp-neo4j-cypher\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-neo4j-cypher@0.6.0\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"A simple Neo4j MCP server","latestVersion":"0.6.0","latestPublishedAt":"2026-04-10T18:54:03.491091Z","recentVersions":[{"version":"0.6.0","publishedAt":"2026-04-10T18:54:03.491091Z"},{"version":"0.5.3","publishedAt":"2026-02-23T17:28:53.277580Z"},{"version":"0.5.2","publishedAt":"2025-12-15T19:27:45.572142Z"},{"version":"0.5.1","publishedAt":"2025-11-07T17:27:05.269588Z"},{"version":"0.5.0","publishedAt":"2025-11-03T14:23:37.722317Z"},{"version":"0.4.1","publishedAt":"2025-09-30T18:09:54.743749Z"}],"releasesLast90d":0,"dependenciesCount":4,"license":"MIT","registryUrl":"https://pypi.org/project/mcp-neo4j-cypher/","githubUrl":"https://github.com/neo4j-contrib/mcp-neo4j","installCommand":"uvx mcp-neo4j-cypher@0.6.0","stabilityScore":81,"stabilityGrade":"B"},{"slug":"mcp-motherduck","packageName":"mcp-server-motherduck","registry":"pypi","kind":"mcp","subcategory":"Database & Backend MCP","displayName":"MotherDuck & DuckDB MCP Server","vendor":"MotherDuck","githubRepo":"motherduckdb/mcp-server-motherduck","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx mcp-server-motherduck@latest deployments risk parameter drift across query and list_databases.","schemaDriftRisk":"medium","affectedSymbols":["query","list_databases","describe_table"],"migrationBefore":"\"mcp-motherduck\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-server-motherduck\"]\n}","migrationAfter":"\"mcp-motherduck\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-server-motherduck@1.1.0\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"A MCP server for MotherDuck and local DuckDB","latestVersion":"1.1.0","latestPublishedAt":"2026-10-07T14:43:05.903354Z","recentVersions":[{"version":"1.1.0","publishedAt":"2026-10-07T14:43:05.903354Z"},{"version":"1.0.8","publishedAt":"2026-08-19T17:02:03.902033Z"},{"version":"1.0.7","publishedAt":"2026-06-09T12:55:52.173160Z"},{"version":"1.0.6","publishedAt":"2026-04-29T10:42:54.465234Z"},{"version":"1.0.5","publishedAt":"2026-04-28T10:54:00.377596Z"},{"version":"1.0.4","publishedAt":"2026-03-30T18:35:35.724701Z"}],"releasesLast90d":2,"dependenciesCount":9,"license":"MIT","registryUrl":"https://pypi.org/project/mcp-server-motherduck/","githubUrl":"https://github.com/motherduckdb/mcp-server-motherduck","installCommand":"uvx mcp-server-motherduck@1.1.0","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"mcp-snowflake","packageName":"mcp-snowflake-server","registry":"pypi","kind":"mcp","subcategory":"Database & Backend MCP","displayName":"Snowflake Data Warehouse MCP Server","vendor":"Snowflake Community","githubRepo":"isaacwasserman/mcp-snowflake-server","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx mcp-snowflake-server@latest deployments risk parameter drift across read_query and write_query.","schemaDriftRisk":"medium","affectedSymbols":["read_query","write_query","list_tables","describe_table"],"migrationBefore":"\"mcp-snowflake\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-snowflake-server\"]\n}","migrationAfter":"\"mcp-snowflake\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-snowflake-server@0.4.0\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"A simple Snowflake MCP server","latestVersion":"0.4.0","latestPublishedAt":"2025-04-10T14:31:42.698533Z","recentVersions":[{"version":"0.4.0","publishedAt":"2025-04-10T14:31:42.698533Z"},{"version":"0.3.3","publishedAt":"2025-02-03T15:10:46.966086Z"},{"version":"0.3.2","publishedAt":"2025-02-02T19:44:51.438965Z"},{"version":"0.3.1","publishedAt":"2025-02-02T19:36:02.864193Z"},{"version":"0.3.0","publishedAt":"2025-01-30T23:51:00.631081Z"},{"version":"0.2.2","publishedAt":"2025-01-22T18:53:02.210944Z"}],"releasesLast90d":0,"dependenciesCount":6,"license":"MIT","registryUrl":"https://pypi.org/project/mcp-snowflake-server/","githubUrl":"https://github.com/isaacwasserman/mcp-snowflake-server","installCommand":"uvx mcp-snowflake-server@0.4.0","stabilityScore":81,"stabilityGrade":"B"},{"slug":"mcp-clickhouse","packageName":"mcp-clickhouse","registry":"pypi","kind":"mcp","subcategory":"Database & Backend MCP","displayName":"ClickHouse Official MCP Server","vendor":"ClickHouse","githubRepo":"ClickHouse/mcp-clickhouse","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx mcp-clickhouse@latest deployments risk parameter drift across run_select_query and list_databases.","schemaDriftRisk":"medium","affectedSymbols":["run_select_query","list_databases","list_tables"],"migrationBefore":"\"mcp-clickhouse\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-clickhouse\"]\n}","migrationAfter":"\"mcp-clickhouse\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-clickhouse@0.7.0\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"An MCP server for ClickHouse.","latestVersion":"0.7.0","latestPublishedAt":"2026-09-21T13:56:24.360238Z","recentVersions":[{"version":"0.7.0","publishedAt":"2026-09-21T13:56:24.360238Z"},{"version":"0.6.0","publishedAt":"2026-09-03T14:07:53.140988Z"},{"version":"0.5.0","publishedAt":"2026-09-01T20:16:43.775957Z"},{"version":"0.4.1","publishedAt":"2026-07-17T17:17:45.838662Z"},{"version":"0.4.0","publishedAt":"2026-06-03T19:04:15.062932Z"},{"version":"0.3.0","publishedAt":"2026-04-14T17:28:40.553855Z"}],"releasesLast90d":3,"dependenciesCount":11,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/mcp-clickhouse/","githubUrl":"https://github.com/ClickHouse/mcp-clickhouse","installCommand":"uvx mcp-clickhouse@0.7.0","stabilityScore":81,"stabilityGrade":"B"},{"slug":"mcp-grafana-pypi","packageName":"mcp-grafana","registry":"pypi","kind":"mcp","subcategory":"Observability MCP","displayName":"Grafana MCP Server (Python)","vendor":"Grafana","githubRepo":"grafana/mcp-grafana","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx mcp-grafana@latest deployments risk parameter drift across search_dashboards and query_prometheus.","schemaDriftRisk":"medium","affectedSymbols":["search_dashboards","query_prometheus","query_loki_logs","list_incidents"],"migrationBefore":"\"mcp-grafana-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-grafana\"]\n}","migrationAfter":"\"mcp-grafana-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"mcp-grafana@2.1.1\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"Grafana MCP server - interact with Grafana via the Model Context Protocol","latestVersion":"2.1.1","latestPublishedAt":"2026-10-20T17:43:06.701878Z","recentVersions":[{"version":"2.1.1","publishedAt":"2026-10-20T17:43:06.701878Z"},{"version":"2.1.0","publishedAt":"2026-10-20T15:54:10.289618Z"},{"version":"2.0.2","publishedAt":"2026-10-07T20:28:03.863872Z"},{"version":"2.0.1","publishedAt":"2026-10-06T10:43:17.220695Z"},{"version":"2.0.0","publishedAt":"2026-10-01T12:53:25.237214Z"},{"version":"1.6.3","publishedAt":"2026-09-30T12:34:35.911982Z"}],"releasesLast90d":18,"dependenciesCount":0,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/mcp-grafana/","githubUrl":"https://github.com/grafana/mcp-grafana","installCommand":"uvx mcp-grafana@2.1.1","stabilityScore":82,"stabilityGrade":"B+"},{"slug":"arxiv-mcp-server","packageName":"arxiv-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Search & Research MCP","displayName":"arXiv Research Papers MCP Server","vendor":"Blazickjp","githubRepo":"blazickjp/arxiv-mcp-server","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx arxiv-mcp-server@latest deployments risk parameter drift across search_papers and download_paper.","schemaDriftRisk":"medium","affectedSymbols":["search_papers","download_paper","read_paper","list_papers"],"migrationBefore":"\"arxiv-mcp-server\": {\n  \"command\": \"uvx\",\n  \"args\": [\"arxiv-mcp-server\"]\n}","migrationAfter":"\"arxiv-mcp-server\": {\n  \"command\": \"uvx\",\n  \"args\": [\"arxiv-mcp-server@0.8.2\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"A flexible arXiv search and analysis service with MCP protocol support","latestVersion":"0.8.2","latestPublishedAt":"2026-10-08T13:09:32.948901Z","recentVersions":[{"version":"0.8.2","publishedAt":"2026-10-08T13:09:32.948901Z"},{"version":"0.8.1","publishedAt":"2026-10-05T17:03:10.249883Z"},{"version":"0.8.0","publishedAt":"2026-10-03T01:26:32.687457Z"},{"version":"0.7.3","publishedAt":"2026-09-30T04:16:33.672513Z"},{"version":"0.7.2","publishedAt":"2026-08-24T00:01:17.217150Z"},{"version":"0.7.1","publishedAt":"2026-08-23T15:48:35.825158Z"}],"releasesLast90d":9,"dependenciesCount":25,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/arxiv-mcp-server/","githubUrl":"https://github.com/blazickjp/arxiv-mcp-server","installCommand":"uvx arxiv-mcp-server@0.8.2","stabilityScore":81,"stabilityGrade":"B"},{"slug":"duckduckgo-mcp-pypi","packageName":"duckduckgo-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Search & Research MCP","displayName":"DuckDuckGo Search MCP Server (Python)","vendor":"Nickclyde","githubRepo":"nickclyde/duckduckgo-mcp-server","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx duckduckgo-mcp-server@latest deployments risk parameter drift across search and fetch_content.","schemaDriftRisk":"medium","affectedSymbols":["search","fetch_content"],"migrationBefore":"\"duckduckgo-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"duckduckgo-mcp-server\"]\n}","migrationAfter":"\"duckduckgo-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"duckduckgo-mcp-server@0.7.0\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"MCP Server for searching via DuckDuckGo","latestVersion":"0.7.0","latestPublishedAt":"2026-09-04T18:32:20.447941Z","recentVersions":[{"version":"0.7.0","publishedAt":"2026-09-04T18:32:20.447941Z"},{"version":"0.6.1","publishedAt":"2026-07-28T14:23:57.453672Z"},{"version":"0.6.0","publishedAt":"2026-07-27T17:45:31.491235Z"},{"version":"0.5.0","publishedAt":"2026-07-01T19:53:45.976211Z"},{"version":"0.4.0","publishedAt":"2026-05-08T19:22:51.003087Z"},{"version":"0.3.0","publishedAt":"2026-04-26T07:40:42.342936Z"}],"releasesLast90d":3,"dependenciesCount":5,"license":"MIT","registryUrl":"https://pypi.org/project/duckduckgo-mcp-server/","githubUrl":"https://github.com/nickclyde/duckduckgo-mcp-server","installCommand":"uvx duckduckgo-mcp-server@0.7.0","stabilityScore":81,"stabilityGrade":"B"},{"slug":"prometheus-mcp-pypi","packageName":"prometheus-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Observability MCP","displayName":"Prometheus Metrics MCP Server","vendor":"Pab1it0","githubRepo":"pab1it0/prometheus-mcp-server","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx prometheus-mcp-server@latest deployments risk parameter drift across execute_query and execute_range_query.","schemaDriftRisk":"medium","affectedSymbols":["execute_query","execute_range_query","list_metrics","get_targets"],"migrationBefore":"\"prometheus-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"prometheus-mcp-server\"]\n}","migrationAfter":"\"prometheus-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"prometheus-mcp-server@1.6.2\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"MCP server for Prometheus integration","latestVersion":"1.6.2","latestPublishedAt":"2026-08-03T13:26:19.615995Z","recentVersions":[{"version":"1.6.2","publishedAt":"2026-08-03T13:26:19.615995Z"},{"version":"1.6.1","publishedAt":"2026-05-01T19:27:29.187376Z"},{"version":"1.6.0","publishedAt":"2026-03-07T18:13:11.297557Z"},{"version":"1.5.3","publishedAt":"2026-01-21T22:14:35.603640Z"},{"version":"1.5.2","publishedAt":"2025-12-17T14:44:42.733238Z"},{"version":"1.5.1","publishedAt":"2025-11-22T11:33:49.227027Z"}],"releasesLast90d":1,"dependenciesCount":10,"license":"MIT","registryUrl":"https://pypi.org/project/prometheus-mcp-server/","githubUrl":"https://github.com/pab1it0/prometheus-mcp-server","installCommand":"uvx prometheus-mcp-server@1.6.2","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"elasticsearch-mcp-pypi","packageName":"elasticsearch-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Database & Backend MCP","displayName":"Elasticsearch & OpenSearch MCP Server","vendor":"Elastic","githubRepo":"elastic/mcp-server-elasticsearch","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx elasticsearch-mcp-server@latest deployments risk parameter drift across list_indices and get_mappings.","schemaDriftRisk":"medium","affectedSymbols":["list_indices","get_mappings","search","esql"],"migrationBefore":"\"elasticsearch-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"elasticsearch-mcp-server\"]\n}","migrationAfter":"\"elasticsearch-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"elasticsearch-mcp-server@2.1.6\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"MCP Server for interacting with Elasticsearch and OpenSearch","latestVersion":"2.1.6","latestPublishedAt":"2026-10-19T15:14:33.066027Z","recentVersions":[{"version":"2.1.6","publishedAt":"2026-10-19T15:14:33.066027Z"},{"version":"2.1.5","publishedAt":"2026-10-13T15:49:59.360380Z"},{"version":"2.1.4","publishedAt":"2026-10-02T07:47:46.239126Z"},{"version":"2.1.3","publishedAt":"2026-08-16T12:59:45.146936Z"},{"version":"2.1.2","publishedAt":"2026-05-22T14:41:39.031056Z"},{"version":"2.1.1","publishedAt":"2026-05-06T14:59:06.159339Z"}],"releasesLast90d":4,"dependenciesCount":10,"license":"Apache License Version 2","registryUrl":"https://pypi.org/project/elasticsearch-mcp-server/","githubUrl":"https://github.com/elastic/mcp-server-elasticsearch","installCommand":"uvx elasticsearch-mcp-server@2.1.6","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"redis-mcp-pypi","packageName":"redis-mcp-server","registry":"pypi","kind":"mcp","subcategory":"Database & Backend MCP","displayName":"Redis Official MCP Server (Python)","vendor":"Redis","githubRepo":"redis/mcp-redis","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx redis-mcp-server@latest deployments risk parameter drift across hset and hget.","schemaDriftRisk":"medium","affectedSymbols":["hset","hget","json_set","vector_search"],"migrationBefore":"\"redis-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"redis-mcp-server\"]\n}","migrationAfter":"\"redis-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"redis-mcp-server@0.5.1\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"Redis MCP Server - Model Context Protocol server for Redis","latestVersion":"0.5.1","latestPublishedAt":"2026-08-05T06:11:41.148572Z","recentVersions":[{"version":"0.5.1","publishedAt":"2026-08-05T06:11:41.148572Z"},{"version":"0.5.0","publishedAt":"2026-03-16T16:30:02.259751Z"},{"version":"0.4.1","publishedAt":"2025-11-26T15:54:08.186882Z"},{"version":"0.4.0","publishedAt":"2025-11-25T12:54:59.927243Z"},{"version":"0.3.6","publishedAt":"2025-11-07T17:44:18.543374Z"},{"version":"0.3.5","publishedAt":"2025-11-03T16:21:58.731120Z"}],"releasesLast90d":1,"dependenciesCount":7,"license":"MIT","registryUrl":"https://pypi.org/project/redis-mcp-server/","githubUrl":"https://github.com/redis/mcp-redis","installCommand":"uvx redis-mcp-server@0.5.1","stabilityScore":81,"stabilityGrade":"B"},{"slug":"chroma-mcp-pypi","packageName":"chroma-mcp","registry":"pypi","kind":"mcp","subcategory":"Vector DB MCP","displayName":"Chroma Vector DB MCP Server","vendor":"Chroma","githubRepo":"chroma-core/chroma-mcp","breakingSummary":"Requires FastMCP / MCP Python SDK v2+ tool schema validation; unpinned uvx chroma-mcp@latest deployments risk parameter drift across chroma_query_documents and chroma_add_documents.","schemaDriftRisk":"medium","affectedSymbols":["chroma_query_documents","chroma_add_documents","chroma_list_collections"],"migrationBefore":"\"chroma-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"chroma-mcp\"]\n}","migrationAfter":"\"chroma-mcp-pypi\": {\n  \"command\": \"uvx\",\n  \"args\": [\"chroma-mcp@0.2.6\"],\n  \"env\": { \"FASTMCP_LOG_LEVEL\": \"ERROR\" }\n}","description":"Chroma MCP Server - Vector Database Integration for LLM Applications","latestVersion":"0.2.6","latestPublishedAt":"2025-08-14T15:33:48.099548Z","recentVersions":[{"version":"0.2.6","publishedAt":"2025-08-14T15:33:48.099548Z"},{"version":"0.2.5","publishedAt":"2025-06-19T00:18:47.520300Z"},{"version":"0.2.4","publishedAt":"2025-05-22T01:12:56.097851Z"},{"version":"0.2.3","publishedAt":"2025-05-22T01:09:08.784345Z"},{"version":"0.2.2","publishedAt":"2025-04-08T17:05:22.081001Z"},{"version":"0.2.1","publishedAt":"2025-04-04T06:07:27.137717Z"}],"releasesLast90d":0,"dependenciesCount":13,"license":"Apache-2.0","registryUrl":"https://pypi.org/project/chroma-mcp/","githubUrl":"https://github.com/chroma-core/chroma-mcp","installCommand":"uvx chroma-mcp@0.2.6","stabilityScore":81,"stabilityGrade":"B"},{"slug":"modelcontextprotocol-core","packageName":"@modelcontextprotocol/core","registry":"npm","kind":"mcp","subcategory":"Developer Tools MCP","displayName":"Modelcontextprotocol Core","vendor":"Model Context Protocol","githubRepo":"modelcontextprotocol/typescript-sdk","breakingSummary":"recent release v2.4.0 (up from v2.3.1) updates Developer Tools MCP tool schemas and transport handling (6 releases in last 90d). Pin exact version v2.4.0 in .mcp.json to avoid silent parameter drift.","schemaDriftRisk":"medium","affectedSymbols":["tools/list","tools/call","core"],"migrationBefore":"\"modelcontextprotocol-core\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/core@latest\"]\n}","migrationAfter":"\"modelcontextprotocol-core\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/core@2.4.0\"]\n}","description":"Model Context Protocol for TypeScript - public Zod schemas (spec + OAuth/OpenID)","latestVersion":"2.4.0","latestPublishedAt":"2026-10-23T18:19:54.299Z","recentVersions":[{"version":"2.4.0","publishedAt":"2026-10-23T18:19:54.299Z"},{"version":"2.3.1","publishedAt":"2026-10-05T11:50:24.125Z"},{"version":"2.3.0","publishedAt":"2026-10-02T17:44:12.683Z"},{"version":"2.2.0","publishedAt":"2026-09-28T19:08:53.615Z"},{"version":"2.1.0","publishedAt":"2026-09-23T15:44:30.828Z"},{"version":"2.0.0","publishedAt":"2026-07-27T23:55:21.808Z"}],"releasesLast90d":6,"dependenciesCount":1,"license":"Apache-2.0","registryUrl":"https://www.npmjs.com/package/@modelcontextprotocol/core","githubUrl":"https://github.com/modelcontextprotocol/typescript-sdk","installCommand":"npx -y @modelcontextprotocol/core@2.4.0","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"modelcontextprotocol-server","packageName":"@modelcontextprotocol/server","registry":"npm","kind":"mcp","subcategory":"Developer Tools MCP","displayName":"Modelcontextprotocol Server","vendor":"Model Context Protocol","githubRepo":"modelcontextprotocol/typescript-sdk","breakingSummary":"recent release v2.4.0 (up from v2.3.1) updates Developer Tools MCP tool schemas and transport handling (6 releases in last 90d). Pin exact version v2.4.0 in .mcp.json to avoid silent parameter drift.","schemaDriftRisk":"medium","affectedSymbols":["tools/list","tools/call","server"],"migrationBefore":"\"modelcontextprotocol-server\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/server@latest\"]\n}","migrationAfter":"\"modelcontextprotocol-server\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/server@2.4.0\"]\n}","description":"Model Context Protocol implementation for TypeScript - Server package","latestVersion":"2.4.0","latestPublishedAt":"2026-10-23T18:20:13.773Z","recentVersions":[{"version":"2.4.0","publishedAt":"2026-10-23T18:20:13.773Z"},{"version":"2.3.1","publishedAt":"2026-10-05T11:52:39.322Z"},{"version":"2.3.0","publishedAt":"2026-10-02T17:48:29.517Z"},{"version":"2.2.0","publishedAt":"2026-09-28T19:09:46.736Z"},{"version":"2.1.0","publishedAt":"2026-09-23T15:45:32.276Z"},{"version":"2.0.0","publishedAt":"2026-07-27T23:55:22.239Z"}],"releasesLast90d":6,"dependenciesCount":2,"license":"Apache-2.0","registryUrl":"https://www.npmjs.com/package/@modelcontextprotocol/server","githubUrl":"https://github.com/modelcontextprotocol/typescript-sdk","installCommand":"npx -y @modelcontextprotocol/server@2.4.0","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"modelcontextprotocol-client","packageName":"@modelcontextprotocol/client","registry":"npm","kind":"mcp","subcategory":"Developer Tools MCP","displayName":"Modelcontextprotocol Client","vendor":"Model Context Protocol","githubRepo":"modelcontextprotocol/typescript-sdk","breakingSummary":"recent release v2.4.0 (up from v2.3.1) updates Developer Tools MCP tool schemas and transport handling (6 releases in last 90d). Pin exact version v2.4.0 in .mcp.json to avoid silent parameter drift.","schemaDriftRisk":"medium","affectedSymbols":["tools/list","tools/call","client"],"migrationBefore":"\"modelcontextprotocol-client\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/client@latest\"]\n}","migrationAfter":"\"modelcontextprotocol-client\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/client@2.4.0\"]\n}","description":"Model Context Protocol implementation for TypeScript - Client package","latestVersion":"2.4.0","latestPublishedAt":"2026-10-23T18:21:05.614Z","recentVersions":[{"version":"2.4.0","publishedAt":"2026-10-23T18:21:05.614Z"},{"version":"2.3.1","publishedAt":"2026-10-05T11:50:23.381Z"},{"version":"2.3.0","publishedAt":"2026-10-02T17:46:01.763Z"},{"version":"2.2.0","publishedAt":"2026-09-28T19:09:46.801Z"},{"version":"2.1.0","publishedAt":"2026-09-23T15:45:32.399Z"},{"version":"2.0.0","publishedAt":"2026-07-27T23:55:22.113Z"}],"releasesLast90d":6,"dependenciesCount":7,"license":"Apache-2.0","registryUrl":"https://www.npmjs.com/package/@modelcontextprotocol/client","githubUrl":"https://github.com/modelcontextprotocol/typescript-sdk","installCommand":"npx -y @modelcontextprotocol/client@2.4.0","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"modelcontextprotocol-ext-apps","packageName":"@modelcontextprotocol/ext-apps","registry":"npm","kind":"mcp","subcategory":"Developer Tools MCP","displayName":"Modelcontextprotocol Ext Apps","vendor":"Model Context Protocol","githubRepo":"modelcontextprotocol/ext-apps","breakingSummary":"recent release v2.0.3 (up from v2.0.2) updates Developer Tools MCP tool schemas and transport handling (4 releases in last 90d). Pin exact version v2.0.3 in .mcp.json to avoid silent parameter drift.","schemaDriftRisk":"medium","affectedSymbols":["tools/list","tools/call","ext-apps"],"migrationBefore":"\"modelcontextprotocol-ext-apps\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/ext-apps@latest\"]\n}","migrationAfter":"\"modelcontextprotocol-ext-apps\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/ext-apps@2.0.3\"]\n}","description":"MCP Apps SDK - Enable MCP servers to display interactive user interfaces in conversational clients.","latestVersion":"2.0.3","latestPublishedAt":"2026-09-25T16:01:35.299Z","recentVersions":[{"version":"2.0.3","publishedAt":"2026-09-25T16:01:35.299Z"},{"version":"2.0.2","publishedAt":"2026-09-25T14:10:56.363Z"},{"version":"2.0.1","publishedAt":"2026-09-24T10:04:48.798Z"},{"version":"2.0.0","publishedAt":"2026-09-08T18:31:36.697Z"},{"version":"1.7.5","publishedAt":"2026-07-23T11:29:39.381Z"},{"version":"1.7.4","publishedAt":"2026-06-05T14:38:18.776Z"}],"releasesLast90d":4,"dependenciesCount":1,"license":"MIT","registryUrl":"https://www.npmjs.com/package/@modelcontextprotocol/ext-apps","githubUrl":"https://github.com/modelcontextprotocol/ext-apps","installCommand":"npx -y @modelcontextprotocol/ext-apps@2.0.3","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"modelcontextprotocol-node","packageName":"@modelcontextprotocol/node","registry":"npm","kind":"mcp","subcategory":"Developer Tools MCP","displayName":"Modelcontextprotocol Node","vendor":"Model Context Protocol","githubRepo":"modelcontextprotocol/typescript-sdk","breakingSummary":"recent release v2.1.2 (up from v2.1.1) updates Developer Tools MCP tool schemas and transport handling (4 releases in last 90d). Pin exact version v2.1.2 in .mcp.json to avoid silent parameter drift.","schemaDriftRisk":"medium","affectedSymbols":["tools/list","tools/call","node"],"migrationBefore":"\"modelcontextprotocol-node\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/node@latest\"]\n}","migrationAfter":"\"modelcontextprotocol-node\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@modelcontextprotocol/node@2.1.2\"]\n}","description":"Model Context Protocol implementation for TypeScript - Node.js middleware","latestVersion":"2.1.2","latestPublishedAt":"2026-10-23T18:19:50.364Z","recentVersions":[{"version":"2.1.2","publishedAt":"2026-10-23T18:19:50.364Z"},{"version":"2.1.1","publishedAt":"2026-10-02T17:44:08.976Z"},{"version":"2.1.0","publishedAt":"2026-09-23T15:45:28.683Z"},{"version":"2.0.0","publishedAt":"2026-07-27T23:55:17.622Z"}],"releasesLast90d":4,"dependenciesCount":2,"license":"Apache-2.0","registryUrl":"https://www.npmjs.com/package/@modelcontextprotocol/node","githubUrl":"https://github.com/modelcontextprotocol/typescript-sdk","installCommand":"npx -y @modelcontextprotocol/node@2.1.2","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"storybook-mcp","packageName":"@storybook/mcp","registry":"npm","kind":"mcp","subcategory":"Design & UI MCP","displayName":"Storybook MCP","vendor":"Storybook","githubRepo":"storybookjs/storybook","breakingSummary":"recent release v10.6.3 (up from v10.6.2) updates Design & UI MCP tool schemas and transport handling (4 releases in last 90d). Pin exact version v10.6.3 in .mcp.json to avoid silent parameter drift.","schemaDriftRisk":"medium","affectedSymbols":["tools/list","tools/call","mcp"],"migrationBefore":"\"storybook-mcp\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@storybook/mcp@latest\"]\n}","migrationAfter":"\"storybook-mcp\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@storybook/mcp@10.6.3\"]\n}","description":"MCP server that serves knowledge about your components based on your Storybook stories and documentation","latestVersion":"10.6.3","latestPublishedAt":"2026-10-20T09:48:46.033Z","recentVersions":[{"version":"10.6.3","publishedAt":"2026-10-20T09:48:46.033Z"},{"version":"10.6.2","publishedAt":"2026-10-12T18:22:15.440Z"},{"version":"10.6.1","publishedAt":"2026-09-29T17:15:54.696Z"},{"version":"10.6.0","publishedAt":"2026-09-02T13:56:48.827Z"},{"version":"0.8.0","publishedAt":"2026-07-08T13:29:46.422Z"},{"version":"0.7.0","publishedAt":"2026-04-14T11:39:46.770Z"}],"releasesLast90d":4,"dependenciesCount":4,"license":"MIT","registryUrl":"https://www.npmjs.com/package/@storybook/mcp","githubUrl":"https://github.com/storybookjs/storybook","installCommand":"npx -y @storybook/mcp@10.6.3","stabilityScore":86,"stabilityGrade":"B+"},{"slug":"mcp-handler","packageName":"mcp-handler","registry":"npm","kind":"mcp","subcategory":"MCP Bridge & Transport","displayName":"MCP Handler","vendor":"vercel-labs","githubRepo":"vercel-labs/mcp-handler","breakingSummary":"recent release v2.3.0 (up from v2.2.0) updates MCP Bridge & Transport tool schemas and transport handling (8 releases in last 90d). 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Pin exact version v1.79.1 in .mcp.json to avoid silent parameter drift.","schemaDriftRisk":"medium","affectedSymbols":["tools/list","tools/call","mcp-apps-renderer"],"migrationBefore":"\"copilotkit-mcp-apps-renderer\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@copilotkit/mcp-apps-renderer@latest\"]\n}","migrationAfter":"\"copilotkit-mcp-apps-renderer\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@copilotkit/mcp-apps-renderer@1.79.1\"]\n}","description":"Framework-agnostic MCP Apps host for CopilotKit - the app<->host protocol (ext-apps AppBridge), sandbox proxy, and shared renderer consumed by the React, Vue, and Angular frontends","latestVersion":"1.79.1","latestPublishedAt":"2026-10-15T23:29:57.783Z","recentVersions":[{"version":"1.79.1","publishedAt":"2026-10-15T23:29:57.783Z"},{"version":"1.79.0","publishedAt":"2026-10-12T17:30:15.866Z"},{"version":"1.78.0","publishedAt":"2026-10-09T19:33:29.015Z"},{"version":"1.77.2","publishedAt":"2026-10-08T13:34:41.820Z"},{"version":"1.77.1","publishedAt":"2026-10-07T13:24:47.404Z"},{"version":"1.77.0","publishedAt":"2026-10-02T21:33:22.438Z"}],"releasesLast90d":17,"dependenciesCount":3,"license":"MIT","registryUrl":"https://www.npmjs.com/package/@copilotkit/mcp-apps-renderer","githubUrl":"https://github.com/CopilotKit/CopilotKit","installCommand":"npx -y @copilotkit/mcp-apps-renderer@1.79.1","stabilityScore":82,"stabilityGrade":"B+"},{"slug":"azure-devops-mcp","packageName":"@azure-devops/mcp","registry":"npm","kind":"mcp","subcategory":"Cloud & Infra MCP","displayName":"Azure-devops MCP","vendor":"Azure Devops","githubRepo":"microsoft/azure-devops-mcp","breakingSummary":"Built on MCP SDK (1.31.0); recent release v2.11.0 (up from v2.11.0-nightly.20261022) updates Cloud & Infra MCP tool schemas and transport handling (85 releases in last 90d). 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Pin exact version v0.6.0 in .mcp.json to avoid silent parameter drift.","schemaDriftRisk":"high","affectedSymbols":["storage-mcp","tools/list","tools/call"],"migrationBefore":"\"google-cloud-storage-mcp\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@google-cloud/storage-mcp@latest\"]\n}","migrationAfter":"\"google-cloud-storage-mcp\": {\n  \"command\": \"npx\",\n  \"args\": [\"-y\", \"@google-cloud/storage-mcp@0.6.0\"]\n}","description":"Model Context Protocol (MCP) Server for interacting with GCS APIs","latestVersion":"0.6.0","latestPublishedAt":"2026-05-06T23:39:44.180Z","recentVersions":[{"version":"0.6.0","publishedAt":"2026-05-06T23:39:44.180Z"},{"version":"0.5.1","publishedAt":"2026-04-28T06:17:04.389Z"},{"version":"0.5.0","publishedAt":"2026-04-11T00:50:46.430Z"},{"version":"0.4.0","publishedAt":"2026-04-09T17:18:00.494Z"},{"version":"0.3.3","publishedAt":"2026-02-11T15:32:46.809Z"},{"version":"0.3.2","publishedAt":"2026-01-05T19:35:36.682Z"}],"releasesLast90d":0,"dependenciesCount":13,"license":"Apache-2.0","registryUrl":"https://www.npmjs.com/package/@google-cloud/storage-mcp","githubUrl":"https://github.com/googleapis/gcloud-mcp","installCommand":"npx -y @google-cloud/storage-mcp@0.6.0","stabilityScore":73,"stabilityGrade":"C+"},{"slug":"mcp-use-inspector","packageName":"@mcp-use/inspector","registry":"npm","kind":"mcp","subcategory":"MCP DevTool / Inspector","displayName":"Mcp-use Inspector","vendor":"Mcp Use","githubRepo":"mcp-use/mcp-use","breakingSummary":"recent release v20.3.24 (up from v20.3.23) updates MCP DevTool / Inspector tool schemas and transport handling (41 releases in last 90d). 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