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  • Open Kioku

    shivyadavus
    F
    license
    A
    quality
    B
    maintenance
    Open Kioku is the local-first code intelligence and evidence layer for AI coding agents (Claude, Cursor, Codex, Zed, and other MCP clients). Instead of letting agents blindly crawl files, guess blast radius, or read the entire repository repeatedly, Open Kioku gives them a precise, pre-indexed code index to build evidence-backed plans before they edit, and verify boundary limits after they edit.
    42
    9

  • open-code-review

    raye-deng
    F
    license
    A
    quality
    C
    maintenance
    AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.
    4
    33

  • lampa-mcp-server

    pavelpikta
    A
    license
    B
    quality
    B
    maintenance
    MCP server for AI-assisted development on the Lampa open-source TV app, providing read-only access to the source tree with 41 tools and 5 resources for structured analysis, planning, editing, and validation.
    41
    3
    MIT

  • Open Mind

    HelloThisWorld
    A
    license
    -
    quality
    B
    maintenance
    MCP server that builds a deterministic, source-traceable knowledge index of any codebase, enabling glossary lookup, code graphs, and exact-token search with every fact linked to its source file and line.
    24
    1
    MIT

  • Project Customization MCP

    e1imba
    A
    license
    -
    quality
    D
    maintenance
    An open-source MCP server that automates project customization by analyzing your codebase and generating AI-ready configuration files based on industry best practices.
    12
    MIT

  • aosp-mcp

    ItzNotABug
    A
    license
    -
    quality
    B
    maintenance
    Enables searching and reading Android Open Source Project (AOSP) source code via cs.android.com, with support for regex search, file content retrieval, and symbol suggestions.
    89
    2
    Apache 2.0

  • SAP ABAP SQL MCP

    daslabhq
    A
    license
    -
    quality
    A
    maintenance
    Provides tools to prepare and validate ABAP Open SQL statements for SAP's ADT data-preview console, automatically fixing dialect issues like parenthesis spacing and 255-character limits.
    0
    1
    MIT

  • VulnPilot

    arojit
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that gives AI assistants the ability to check open-source packages for vulnerabilities, enrich findings with real-world exploit intelligence, and statically analyse whether vulnerable code is actually reachable in your project.
    3
    1
    Apache 2.0

  • accform-layout-mcp

    demilul
    A
    license
    A
    quality
    C
    maintenance
    Local MCP server and CLI for Access layout files, rendered to SVG without Microsoft Access. Enables visual verification of form/report layout changes.
    3
    MIT

  • Tuning Engines

    cerebrixos-org
    A
    license
    A
    quality
    A
    maintenance
    Own your sovereign AI model. Domain-specific fine-tuning of open-source LLMs and SLMs with total control and zero infrastructure hassle. Tuning Engines provides specialized tuning agents to tailor top open models to your needs — fast, predictable, fully delivered. Fine-tune Qwen, Llama, DeepSeek, Mistral, Gemma, Phi, StarCoder, and CodeLlama models from 1B to 72B parameters on your data via CLI o
    38
    307
    4
    MIT

  • FastMCP Development Assistant

    kongyo2
    -
    license
    A
    quality
    -
    maintenance
    Provides comprehensive development tools for FastMCP projects including documentation access, NPM package version management, and TypeScript type definitions retrieval. Enables developers to fetch FastMCP documentation, analyze NPM packages, and access MCP architecture information through natural language.
    6

  • codex-mcp-server

    etheaven
    A
    license
    B
    quality
    D
    maintenance
    An open-source MCP server that connects your IDE or AI assistant to the Codex CLI, enabling non-interactive automation with codex exec, safe sandboxed edits with approvals, and large-scale code analysis via @ file references.
    8
    15
    MIT

  • mcp-server-tree-sitter

    wrale
    A
    license
    B
    quality
    F
    maintenance
    A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management.
    26
    311
    MIT