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Vetted Servers(9120)
RIMCP
by realloon
An MCP server enabling AI agents to search and browse RimWorld source code and Def definitions for modding and development purposes.
An MCP server enabling AI agents to search and browse RimWorld source code and Def definitions for modding and development purposes.
Setup Requirements
- ⚠️Requires manual installation of Bun runtime and Ripgrep.
- ⚠️Requires a local copy of the decompiled RimWorld source code and game asset XML definitions, which must be provided as paths during the indexing step.
- ⚠️Initial indexing of game definitions and source code must be performed manually via `bun run src/scripts/import-defs` and `bun run src/scripts/import-csharp` followed by `bun run build` before the server is fully functional.
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greptimedb-mcp-server
by GreptimeTeam
Enables AI assistants to query and analyze GreptimeDB, an open-source, cloud-native, unified observability database, using SQL, TQL, and RANGE queries, with built-in security and data masking.
Enables AI assistants to query and analyze GreptimeDB, an open-source, cloud-native, unified observability database, using SQL, TQL, and RANGE queries, with built-in security and data masking.
Setup Requirements
- ⚠️Requires a running GreptimeDB instance.
- ⚠️Authentication (user/password) is required for GreptimeDB connection and HTTP API calls for pipeline management.
- ⚠️Requires Python 3.11+ and specific Python package versions (e.g., mysql-connector-python>=9.1.0, mcp>=1.8.0).
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NiFiMCP
by ms82119
Provides a natural language chat interface for interacting with Apache NiFi instances, enabling users to retrieve information, document flows, and perform creation, modification, and operational actions on NiFi components using Large Language Models and custom tools.
Provides a natural language chat interface for interacting with Apache NiFi instances, enabling users to retrieve information, document flows, and perform creation, modification, and operational actions on NiFi components using Large Language Models and custom tools.
Setup Requirements
- ⚠️Requires a running Apache NiFi instance (versions 1.23 or 1.28 tested).
- ⚠️Requires API keys for at least one Large Language Model (e.g., OpenAI, Google, Anthropic, Perplexity), which are typically paid services.
- ⚠️Default debug logging ('interface_debug_enabled: true') in 'logging_config.yaml' will expose sensitive data and must be explicitly disabled in production.
- ⚠️Uses 'uv' for Python dependency management, which may be new to some users.
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claude-power-pack
by cooneycw
Provides distributed locking and session coordination for Claude Code sessions via Redis, preventing conflicts during concurrent development activities.
Provides distributed locking and session coordination for Claude Code sessions via Redis, preventing conflicts during concurrent development activities.
Setup Requirements
- ⚠️Requires Redis server installation and configuration.
- ⚠️Requires `uv` for Python dependency management.
- ⚠️Requires `jq` for shell scripts (JSON processing).
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growthbook-mcp
by growthbook
The GrowthBook MCP server allows LLM clients to interact with the GrowthBook platform for managing feature flags, A/B tests (experiments), metrics, and SDK connections, including code integration.
The GrowthBook MCP server allows LLM clients to interact with the GrowthBook platform for managing feature flags, A/B tests (experiments), metrics, and SDK connections, including code integration.
Setup Requirements
- ⚠️Requires GrowthBook API Key (GB_API_KEY) for authentication.
- ⚠️Requires GrowthBook user email (GB_EMAIL) for attributing created resources.
- ⚠️The 'wrapped' prompt can generate a very large React component, leading to high token usage.
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nettune
by jtsang4
This server acts as an MCP (Model Context Protocol) stdio client wrapper for the 'nettune' TCP network optimization tool, enabling AI-assisted network diagnostics and configuration on Linux servers.
This server acts as an MCP (Model Context Protocol) stdio client wrapper for the 'nettune' TCP network optimization tool, enabling AI-assisted network diagnostics and configuration on Linux servers.
Setup Requirements
- ⚠️The nettune server component requires root (sudo) privileges to modify system network settings (sysctl, qdisc, systemd).
- ⚠️API keys are passed via command-line arguments, which can expose them in shell history. Secure management (e.g., using environment variables or a secure vault with custom setup, and shell history hygiene) is recommended.
- ⚠️The nettune server functionality (actual network optimization and probing) is primarily designed for and dependent on Linux kernel features; Windows support for the server is experimental/limited.
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mockloop-mcp
by MockLoop
Provides a comprehensive platform for generating and managing mock API servers with AI-driven test generation, scenario management, proxy capabilities, and robust monitoring and auditing features.
Provides a comprehensive platform for generating and managing mock API servers with AI-driven test generation, scenario management, proxy capabilities, and robust monitoring and auditing features.
Setup Requirements
- ⚠️Requires Docker for running generated mock servers.
- ⚠️Python 3.10+ required, Python 3.11+ recommended.
- ⚠️SchemaPin requires 'schemapin' library for full functionality (install optional dependency).
- ⚠️Some advanced features like custom AI workflows or specific proxy configurations might require additional setup or understanding of underlying frameworks (e.g., LangGraph, CrewAI).
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ig-mcp-server
by inspektor-gadget
A Go-based server application likely implementing a specific network protocol or game logic, suggested by 'MCP Server' naming and project structure.
A Go-based server application likely implementing a specific network protocol or game logic, suggested by 'MCP Server' naming and project structure.
Setup Requirements
- ⚠️Requires Go compiler and runtime for development or building locally.
- ⚠️Docker is required to build and run the server using the provided Dockerfile.
- ⚠️The purpose and configuration implications of 'glama.json' are unknown and may require specific understanding.
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mcp
by mdn
This MCP server provides a standardized API for accessing MDN Web Docs search results, detailed documentation, and browser compatibility data.
This MCP server provides a standardized API for accessing MDN Web Docs search results, detailed documentation, and browser compatibility data.
Setup Requirements
- ⚠️Requires Node.js version 24 or higher.
- ⚠️Recommends npm version 11.6.2 or higher.
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pypi-query-mcp-server
by loonghao
A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility checking, assisting AI agents in Python development workflows.
A Model Context Protocol (MCP) server for querying PyPI package information, dependencies, and compatibility checking, assisting AI agents in Python development workflows.
Setup Requirements
- ⚠️The recommended installation method uses `uvx`, which needs to be installed separately.
- ⚠️Statistics tools (`get_download_statistics`, `get_download_trends`, `get_top_downloaded_packages`) are currently affected by external PyPI statistics server errors (HTTP 502) or API limitations, leading to limited or unavailable functionality as per the test report.
- ⚠️The `get_package_dependencies` tool has a critical limitation: it always returns dependencies for the latest package version, regardless of the specified `version` parameter, limiting its utility for historical analysis.
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kuzu-memory
by bobmatnyc
KuzuMemory provides a lightweight, embedded graph-based memory system for AI applications, specifically designed to integrate with AI coding agents (like Claude Code) via the Model Context Protocol (MCP) for contextual prompt enhancement and learning from interactions.
KuzuMemory provides a lightweight, embedded graph-based memory system for AI applications, specifically designed to integrate with AI coding agents (like Claude Code) via the Model Context Protocol (MCP) for contextual prompt enhancement and learning from interactions.
Setup Requirements
- ⚠️Requires the Kuzu database client library (python `kuzu` package).
- ⚠️Initial run may trigger NLTK data downloads (`punkt`, `vader_lexicon`, `stopwords` etc.), which require an internet connection and can add to startup time.
- ⚠️Git integration features (`GitSyncManager`) require the `git` executable to be available in the system's PATH and the `gitpython` Python library.
- ⚠️Integration with specific AI systems (e.g., Claude Code, Cursor, VSCode) requires running `kuzu-memory install add <system-name>` to set up project-specific configuration files and hooks, which is an additional setup step beyond simple `pip install`.
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superset-mcp
by Winding2020
This server provides a Model Context Protocol (MCP) interface for programmatic management and interaction with Apache Superset data assets, including datasets, metrics, calculated columns, charts, and dashboards, along with SQL query execution.
This server provides a Model Context Protocol (MCP) interface for programmatic management and interaction with Apache Superset data assets, including datasets, metrics, calculated columns, charts, and dashboards, along with SQL query execution.
Setup Requirements
- ⚠️Requires Node.js 18+
- ⚠️Requires access to a running Apache Superset instance
- ⚠️Requires valid Superset credentials (username/password or access token) configured via environment variables