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Browse 1313 publicly deployed Model Context Protocol servers built by the community.

1313 servers found

  • kafka-schema-reg-mcp

    Featured

    @featured

    A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

    infrastructure apachekafkaclaudedesktop +3
    Template Updated 15d ago

  • code-context

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    Retrieval + inference offload for AI coding agents.

    other bm25claudecode +3
    Template Updated 15d ago

  • docguard

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    @featured

    Audit and enforce canonical project documentation for AI-assisted development. Detect drift, validate specs, and brief agents. Part of the Guard family with TestGuard and WebSec Validator.

    ai aiaiagents +3
    Template Updated 15d ago

  • mcp-database-server

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    Store and load JSON documents from LLM tool use

    data databasestore +3
    Template Updated 15d ago

  • ydb-mcp

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    Interact with YDB databases.

    data ydbinteract +1
    Template Updated 15d ago

  • mcp-code-runner

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    Run code in multiple programming languages locally via Docker.

    infrastructure coderunner +3
    Template Updated 15d ago

  • agent-skill-loader

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    @featured

    MCP server to expose Claude Code Skills to AI agents

    ai antigravityclaude +3
    Template Updated 15d ago

  • fastmcp-sonarqube-metrics

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    Chat with your SonarQube data: explore metrics, compare trends, and track issues—effortlessly.

    communication mcpserversonarqube +3
    Template Updated 15d ago

  • memorydetective

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    MCP server for iOS leak hunting and performance investigation. 28 MCP tools, 34-pattern retain-cycle classifier with Swift fixTemplate snippets, compareTracesByPattern for CI gating, SourceKit-LSP source bridging. Reads .memgraph and .trace files; macOS only.

    ai claudecodecombine +3
    Template Updated 15d ago

  • echo-mcp

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    Enable AI assistants to interact with your Echo API

    ai claudeechoframework +3
    Template Updated 15d ago

  • python-docs-mcp-server

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    Read-only MCP server for official Python docs: local index, no API keys, exact symbol lookup, version-aware retrieval.

    data claudecursor +3
    Template Updated 15d ago

  • openapi-to-mcp

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    OpenApiMCPServer is an MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools

    security llmmcp +2
    Template Updated 15d ago

Showing 12 of 1313 servers