MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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Token and context optimization for AI coding agents with smart compression, retrieval, recovery, routing, and MCP integrations.
MIT ★ 1 -
code-reviewer-ai-mcpgithub.com/csoai-org/code-reviewer-ai-mcpupdated this year
Code Reviewer Ai MCP server. Tools: review code, check security, suggest improvements. Built by MEOK AI Labs.
npm MIT -
Miru (見る) — hybrid code search for agents. Bun, TypeScript, Takara embeddings.
npm MIT -
qr-code-ai-mcpgithub.com/csoai-org/qr-code-ai-mcpupdated this year
Qr Code Ai tools for AI agents. Capabilities: generate qr data, decode qr data, create vcard qr. Built by MEOK AI Labs.
pypi MIT License -
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AST-based code navigation for AI agents: static analysis and call graphs instead of vector search. Includes an MCP server (cdd-mcp).
MIT -
mulle-roam-codegithub.com/mulle-cc/roam-codeupdated this year
Instant codebase comprehension for AI coding agents
pypi MIT -
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.
Apache-2.0 ★ 516 -
code-nexus-cortexgithub.com/ezain345/code-nexus-cortexupdated this year
Code Graph Nexus: AI-Powered Code Intelligence for Autonomous Agents 2026
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Semantic code map and code graph MCP server for AI coding agents, powered by SCIP and Tree-sitter.
Apache-2.0 ★ 4 -
mcp-code-sanitizergithub.com/notasandy/mcp-code-sanitizerupdated this year
Strict AI code reviewer MCP server powered by Groq
MIT ★ 3 -
code-guardiangithub.com/phuongrealmax/code-guardianupdated this year
Code Guardian Studio – AI-powered code refactor engine for large repositories, built on Claude Code + MCP.
★ 9 -
AI code review agent MCP server. Reviews code like a kernel maintainer: blunt, technical, no sugarcoating. Detects bugs + OWASP Top 10 security vulnerabilities. 4 harshness levels. Anti-RLHF.
MIT ★ 5 -
CodeRef-AI：Vibe Coding 项目的治理外脑 | 安全、健康、变更守护平台 CodeRef AI: The Governance External Brain for Vibe Coding Projects | Security, Health, Change Guard Platform
NOASSERTION ★ 4 -
code-trajectory-mcpgithub.com/RataToaster/code-trajectory-mcpupdated this year
Code Trajectory MCP Keep your coding momentum across AI sessions.
MIT -
Fast Rust MCP server for AST-aware code navigation: tree-sitter symbol indexing and token-budget pruning for AI coding agents
Apache-2.0 -
🤖 Enable AI code generation using the Code Execution MCP Server, integrating large language models with the Model Context Protocol for seamless tool use.
★ 1 -
open-code-reviewgithub.com/raye-deng/open-code-reviewupdated this year
🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.
NOASSERTION ★ 40 -
Persistent memory, architectural decision enforcement, pre-execution safety hooks, and session handoff for Claude Code. MCP server plugin for AI coding agents.
MIT ★ 14 -
Code MCP is a MCP server to provide reference codebase to AI agents for following guidelines.
★ 1 -
code-memorygithub.com/mstuart/code-memoryupdated this year
Persistent memory for AI coding — semantic search, git history analysis, and intelligent context preservation
npm MIT -
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
MIT ★ 109 -
codebase-intelgithub.com/mutharasu/codebase-intelupdated this year
Your AI agent writes code — but does it know WHY your code exists? Decision provenance, quality contracts, and AI anti-pattern detection for coding agents.
pypi MIT -
Local, read-only AI code review of branches and PRs against ticket requirements. Works with Claude Code, Codex, Cursor Agent and Grok; also an MCP server.
MIT ★ 1 -
A high-performance code intelligence graph for LLMs and AI agents. Sub-second structural queries, impact analysis, and cross-repo API contracts for autonomous coding workflows.
MIT ★ 10 -
Remote code intelligence and build server for AI coding agents via MCP: semantic navigation, safe refactoring, builds and tests on remote nodes.
Apache-2.0 ★ 7 -
code-buddygithub.com/Abhi-vish/code-buddyupdated this year
Your AI-powered coding companion for Claude Desktop. MCP server with 23+ dev tools for file operations, git integration, code analysis, and more. Works with any project on your system.
MIT ★ 7 -
Model Context Protocol server integrating Google Gemini CLI with Claude Code for AI-powered development assistance
MIT ★ 8 -
code-context-enginegithub.com/elara-labs/code-context-engineupdated this year
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Cursor, Codex, Copilot, Gemini CLI. Local MCP server, free, open source.
pypi MIT -
Code search that lets AI coding agents find the right files in fewer steps. Use the hosted endpoint or self-host, works with Claude Code, Copilot and Cursor via MCP.
MIT ★ 12 -
Local codebase intelligence for AI coding agents: structural repo map, change-safety gates, MCP security receipts, and tamper-evident ChangeEvidence packets. Local analysis, zero API keys, no source-code egress.
pypi Apache-2.0 -
truss-code-review-mcpgithub.com/claw-factory/truss-code-review-mcpupdated this year
AI-powered code review tools for Claude Code — complexity analysis, anti-pattern detection, security review, and optimization
npm MIT -
Persistent memory for AI coding - semantic search, git history, and intelligent context preservation
MIT -
gitlab-code-reader-mcpgithub.com/nanami7777777/gitlab-code-reader-mcpupdated this year
MCP server for reading GitLab repository code, inspired by Claude Code's Read/Grep/Glob/LSP tools. 9 focused tools for AI-powered code exploration.
MIT ★ 4 -
code-tribunalgithub.com/arun3676/code-tribunalupdated this year
Did the AI build what you asked? Multi-agent intent-conformance review for AI-generated code — CLI, MCP server, live courtroom demo
MIT -
🧠 Python MCP Server for AST Codebase Intelligence, Symbol Extraction, Cyclomatic Complexity & Refactoring Analysis — compatible with Cursor, Claude Code, Windsurf & AI Agents.
MIT ★ 1 -
muapi-claude-codegithub.com/SamurAIGPT/muapi-claude-codeupdated this year
Claude Code plugin for muapi.ai — generate images, videos & audio with 100+ AI models directly in your IDE. Install with one command.
MIT ★ 4 -
code-review-mcpgithub.com/THARUN-PALURU/code-review-mcpupdated this year
AI-powered code review tool built on MCP — detects SQL injection, security flaws & bugs via Llama 3.3
★ 1 -
Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.
MIT ★ 461 -
Open-source, local code intelligence and dependency graph for cross-repository impact analysis. Map APIs, events, schemas, packages, databases, and ownership for AI coding agents via MCP.
NOASSERTION ★ 4 -
code-executor-mcpgithub.com/csoai-org/code-executor-mcpupdated this year
MCP server for code executor. Features execute code, run command, run tests. From MEOK AI Labs.
pypi MIT License -
Universal Model Context Protocol (MCP) gateway for autonomous AI coding agents: Anthropic Claude Code, Google Antigravity, OpenAI Codex, and Cursor Agent.
npm MIT -
Dependency graph, blast-radius analysis, and pre-commit safety gates for AI coding agents. MCP server.
npm MIT ★ 1 -
@klitchevo/code-councilgithub.com/klitchevo/code-councilupdated this year
Multi-model AI code review server using OpenRouter - get diverse perspectives from multiple LLMs in parallel
npm MIT -
cleaner-codegithub.com/goldmembrane/cleaner-codeupdated this year
Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain threats.
npm ISC -
Secure Node.js execution sandbox for AI. Allows coding agents & LLMs to dynamically run JavaScript, install NPM packages, and retrieve results, facilitating code generation, testing, and interactive assistance. MCP-compatible.
★ 4 -
Open-source AI coding workbench in Rust: desktop app (GUI) + terminal TUI. Multi-session agents, plan and goal modes, built-in terminal and browser, diff review and Git commits, MCP client and server, skills, knowledge base and long-term memory. Works with OpenAI, Anthropic, Gemini, DeepSeek and more.
MIT ★ 21 -
Your AI agent writes code — but does it know WHY your code exists? Decision provenance, quality contracts, and AI anti-pattern detection for coding agents. 19 languages. MCP compatible.
MIT ★ 5 -
coding-assistantgithub.com/Bessouat40/coding-assistantupdated this year
AI Coding Assistant powered by MCP server : it reads your code locally to provide truly context-aware help, explanations, and suggestions directly related to your files. Code smarter, locally or using external API..
MIT ★ 7 -
Save 6-8× tokens on AI code reviews. Builds a structural call graph via Tree-sitter + MCP. Works with Claude, Kimi, Gemini, ChatGPT, Cursor, Windsurf — any AI assistant.
MIT ★ 2 -
fossil-mcpgithub.com/yfedoseev/fossil-mcpupdated this year
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
Apache-2.0 ★ 71 -
AI code assistant with GraphRAG: FastAPI + React platform using LangChain agents, a Neo4j code knowledge graph, and ChromaDB hybrid retrieval for LLM-powered code generation, review, and analysis with SSE streaming and an MCP server.
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Universal Model Context Protocol (MCP) gateway for autonomous AI coding agents. Delegate pair-programming, refactoring, and code analysis to Claude Code, Antigravity, Codex, and Cursor with connection-scoped memory and zero tool bloat.
MIT -
A code context MCP server backed by Oracle AI Database 26ai: indexes codebases, hybrid search, call graph, module wiki and agent memory for AI coding tools.
MIT -
Your AI writes the code; Karajan governs how it happens: TDD-first method, cross-AI review on every commit and git gates that make a false green impossible. Works with Claude, Codex, Gemini, OpenCode and Aider, on the subscriptions you already pay for. MCP server included.
npm AGPL-3.0 ★ 42 -
Claude Code Sub-agents Orchestrator - A powerful MCP server for orchestrating multiple AI sub-agents for complex task execution in Claude Code
npm MIT -
codeprismgithub.com/rustic-ai/codeprismupdated this year
An experimental, 100% AI-generated, high-performance code intelligence server providing AI assistants with a graph-based understanding of codebases.
NOASSERTION ★ 32 -
Policy-as-code enforcement for AI agents: MCP server, CEL policies, git hooks, SARIF, and static analysis guardrails.
AGPL-3.0 -
InsideOut Claude Code Plugin — AI-powered cloud infrastructure design, pricing, Terraform generation, and deployment
Apache-2.0 -
code-review-automationgithub.com/kennywayn3/code-review-automationupdated this year
MCP server for automated code review using AI agents
pypi MIT