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  • Perplexity Agent MCP

    Jercik
    A
    license
    A
    quality
    A
    maintenance
    Enables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.
    2
    40
    1
    MIT

  • vLLM MCP Server

    micytao
    A
    license
    B
    quality
    D
    maintenance
    Exposes vLLM capabilities to AI assistants, enabling chat completions, model management, and platform-aware container control with automatic detection of Docker/Podman and GPU availability across Linux, macOS, and Windows.
    12
    6
    Apache 2.0

  • Demo MCP Server

    kylekanouse
    A
    license
    B
    quality
    D
    maintenance
    A comprehensive TypeScript boilerplate MCP server featuring domain-driven design and dynamic component loading. Provides example tools for calculations and text processing, system resources, and writing assistance prompts.
    6
    MIT

  • Mong MCP Server

    ricklord
    A
    license
    B
    quality
    D
    maintenance
    Provides a moby-like random name generator through the MCP interface for generating Docker-style random names. Integrates with Claude Desktop and VS Code Copilot Agent to enable name generation functionality.
    1
    MIT

  • Judge0 CE MCP Server

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Enables code execution and compilation through the Judge0 CE API, supporting multiple programming languages with submission management, status checking, and language configuration retrieval.
    9
    MIT

  • AutoHotkey v2 MCP Server

    Xeo786
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to write, validate, debug, and execute AutoHotkey v2 scripts on Windows, with tools for syntax checking, script execution, active window inspection, library search, and live debugging via DBGp protocol.
    5
    GPL 3.0

  • Template MCP Server

    redhat-data-and-ai
    A
    license
    -
    quality
    C
    maintenance
    A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.
    65
    Apache 2.0

  • Vercel MCP Server Template

    VibeJaro
    A
    license
    -
    quality
    D
    maintenance
    A starter template for deploying Model Context Protocol (MCP) servers on Vercel using TypeScript and Vercel Functions. It includes example tools for rolling dice and checking weather to demonstrate tool integration patterns.
    MIT

  • MCP Workspace Server

    answerlink
    A
    license
    -
    quality
    D
    maintenance
    An all-in-one MCP server providing complete AI agent capabilities including file operations, code execution (Python/Node.js), one-click web deployment with wildcard domain support, Excel/CSV processing, and image generation in isolated multi-tenant workspaces.
    132
    Apache 2.0

  • MCP Reasoning Engine

    arslanmanzoorr
    F
    license
    -
    quality
    D
    maintenance
    A production-ready reasoning engine that integrates Claude AI with specialized MCP tools for knowledge retrieval, schema validation, and domain-specific rubric evaluation. It enables structured RAG-based analysis across legal, health, and science domains via a RESTful API.

  • MCP-Censys

    nickpending
    F
    license
    -
    quality
    F
    maintenance
    A Model Context Protocol server that enables natural language querying of the Censys Search API for domain, IP, and FQDN reconnaissance, providing information about hosts, DNS, certificates, and services in real-time.
    6

  • kernel-mcp

    Luckylobster8868
    F
    license
    -
    quality
    B
    maintenance
    Provides a persistent Jupyter kernel for executing code, inspecting variables and dataframes, and checking SQL query plans, enabling agents to work with stateful Python sessions.

  • mcp-wcgw

    rusiaaman
    A
    license
    A
    quality
    A
    maintenance
    Shell and file edit capabilities tightly coupled to provide a powerful coding experience. You can work with different modes: architect and code-writer for separate plan and implementation phase. You can get it to invoke any cli command, e.g., compiling, type checking, linting, github cli, python
    6
    673
    Apache 2.0

  • RepoGraph-Honest MCP Server

    Fengrru
    A
    license
    B
    quality
    A
    maintenance
    An MCP server that validates generated code against project structure and installed dependencies, catching undefined symbols, wrong API calls, dead code, and type mismatches in real time. It provides tools for project indexing, symbol/API checking, sandboxed execution, file scanning, and code analysis.
    1
    MIT

  • mcp-tacit

    lampepfl
    A
    license
    -
    quality
    A
    maintenance
    TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. Instead of calling tools directly, agents write code in Scala 3 with capture checking: a type system that statically tracks capabilities and enforces that agent code cannot forge access rights, cannot perform effects beyond its budget, and cannot leak information from pure sub-computations. It provides an MCP interface,
    69
    Apache 2.0