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.
-
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 -
Dependency graph, blast-radius analysis, and pre-commit safety gates for AI coding agents. MCP server.
npm MIT ★ 1 -
ariadnegithub.com/simonrueba/ariadneupdated this year
Semantic code index and gatekeeper for AI coding agents. No LLMs — just static analysis.
MIT -
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 -
Code intelligence for AI coding assistants: precise MCP context, security reviews, dependency analysis, and session telemetry for Claude Code, Codex, and Cursor.
Apache-2.0 -
MCP server that lets AI coding agents actually test C++ code: sanitizers, static analysis, and a profiler behind eight tools.
MIT -
cleaner-codegithub.com/goldmembrane/cleaner-codeupdated this year
AI code security scanner MCP server — detects invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, and dependency attacks in AI-generated code. Static analysis + CodeBERT deep learning. Runs locally.
npm MIT ★ 1 -
Understand any codebase: interactive dependency map, blast-radius analysis, CI drift gates and an MCP server for AI coding assistants. Offline, zero deps.
MIT ★ 1 -
aethvion-project-mappergithub.com/aethvion/aethvion-projectmapperupdated this year
Static code analysis + knowledge-graph for AI coding agents — 12 MCP tools, 13 languages, cut token costs by 87–92 %
pypi AGPL-3.0-or-later -
@syke1/mcp-servergithub.com/khalomsky/sykeupdated this year
AI code impact analysis MCP server — dependency graphs, cascade detection, and a mandatory build gate for AI coding agents
npm Elastic-2.0 -
brain-devgithub.com/mcp-tool-shop-org/brain-devupdated this year
MCP server for AI-powered code analysis — test generation, security audits, coverage analysis, and refactoring suggestions
pypi MIT -
AIContextBuilder (AICB): semantic code intelligence for AI coding agents on C#/.NET (dotnet). Roslyn MCP server and CLI: change impact, static analysis, code navigation (callers, implementations, dependency injection, tests, side effects, dead code) and context engineering. For Claude Code, Codex, OpenCode, Cursor; Windows desktop app included.
NOASSERTION ★ 12 -
MCP server that indexes any codebase with tree-sitter into one local SQLite file — function inventory, call graph, call chains, module dependency graph, control-flow graph, impact analysis and dead-code detection for AI coding agents (Claude Code, Cursor,
npm MIT -
A comprehensive MCP server that enhances AI capabilities with rich workspace context, code analysis, and smart prompts
MIT -
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.
MIT ★ 231 -
largefilegithub.com/peteretelej/largefileupdated this year
MCP server for AI assistants to navigate, search, and edit large codebases, logs, and data files with semantic code analysis
pypi MIT -
kodeklaritygithub.com/vjvkrm/kodeklarityupdated this year
Shared knowledge & memory of your code, for AI agents. Code graph + persistent memory layer — impact analysis, risk scoring, cross-boundary tracing, agent-to-agent knowledge sharing.
npm AGPL-3.0-only -
Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.
npm Apache-2.0 ★ 100 -
Policy-as-code enforcement for AI agents: MCP server, CEL policies, git hooks, SARIF, and static analysis guardrails.
AGPL-3.0 -
Code search, impact analysis and MCP server for AI coding agents
npm Apache-2.0 -
AgentCost — AI Agent Spend Analysis. MCP server that analyzes Claude Code session logs to find token waste and optimization opportunities. Free preview tier included.
npm MIT -
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 -
Local-first architecture context and evidence-backed analysis for React/TypeScript repositories and AI coding agents, with MCP tools.
NOASSERTION ★ 2 -
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
MIT ★ 109 -
AST-based code navigation for AI agents: static analysis and call graphs instead of vector search. Includes an MCP server (cdd-mcp).
MIT -
Code intelligence for AI assistants (MCP), CLI, and HTTP API - symbol navigation, impact analysis, architecture
npm SEE LICENSE IN LICENSE -
Advanced graph-based code analysis for AI-assisted software development
MIT ★ 28 -
mcp-shellcheckgithub.com/ev3lynx727/mcp-shellcheckupdated this year
ShellCheck MCP Server for AI code analysis
pypi MIT -
cheetah-grebupdated this year
AI-powered intelligent code search - client package with grep, read, and AST analysis (GPU reranking via cloud API)
pypi MIT -
Roslyn MCP server for C#/.NET AI coding agents. Compiler-aware analysis, code fixes, refactoring and safe, reviewable source changes.
MIT ★ 2 -
flyto-indexergithub.com/flytohub/flyto-indexerupdated this year
Code intelligence MCP server for AI coding agents with impact analysis, semantic search, dependency graphs, and local release gates
pypi Apache-2.0 -
CodeScopegithub.com/yashisrani/CodeScopeupdated this year
AI-powered TypeScript & JavaScript code analysis for complexity, security, dead code, and dependencies - 100% offline, built for MCP.
Apache-2.0 ★ 1 -
MCP server for Zig — AI-powered code analysis, validation, and documentation with fine-tuned LLM
npm WTFPL -
ckbgithub.com/SimplyLiz/ckbactive
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
NOASSERTION ★ 113 -
reponovagithub.com/cristianociuti/reponovaupdated this year
Knowledge graph builder & MCP server for AI code assistants: search, impact analysis, semantic similarity, and architecture visualization
npm MIT -
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 -
Code graph for AI agents: impact analysis and call tracing over MCP (Python, TypeScript). Local, deterministic, SQLite.
MIT ★ 2 -
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.
-
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 -
Semantic code graph for AI agents — deterministic FQN resolution, impact analysis and architectural drift gates, exposed over MCP.
pypi MIT -
MCP server for semantic code search and codebase analysis — AST parsing, Tree-sitter, embeddings and vector search for AI assistants and LLMs
MIT ★ 3 -
reponovagithub.com/CristianoCiuti/reponovaupdated this year
Turn your codebase into a knowledge graph. 11 MCP tools for AI code assistants — search, impact analysis, shortest path, semantic similarity, and more.
MIT ★ 8 -
codeprysmgithub.com/codeprysm/codeprysmupdated this year
Graph-based code intelligence with MCP server for AI assistants. Tree-sitter parsing, semantic search, relationship analysis. Your codebase as a searchable knowledge graph.
MIT ★ 3 -
cctx-mcpgithub.com/nikondrat/cctx-mcpupdated this year
MCP server for AI agents — structured code analysis that cuts token usage by 87%
pypi MIT -
27 practical AI tools (MCP server + CLI) — real computation for writing, analysis, coding, and business
MIT ★ 6 -
AI Architect Codebase: cross-platform code intelligence MCP for Claude Code, Codex, Gemini, Cursor, VS Code, and Zed. Tree-sitter AST to LadybugDB graph, hybrid search, and impact analysis.
MIT ★ 7 -
Static-analysis MRI for codebases — a Tree-Sitter dossier engine + deterministic PreToolUse safety gate for AI coding agents. Zero LLM calls, zero API keys.
MIT -
chameleongithub.com/crisnahine/chameleonupdated this year
Auto-derives codebase conventions from repo analysis and injects archetype-aware guidance into AI-generated code, enforcing team idioms, banned imports, and framework-specific patterns for TypeScript/JavaScript, Ruby, and Python projects.
MIT ★ 8 -
MCP server for code context with semantic search, AI analysis and summary
npm MIT -
MCP server providing semantic Java code analysis for AI agents. Built on Eclipse JDT with tools for navigation, refactoring, search, and metrics.
npm MIT ★ 48 -
claude-101github.com/claude-world/claude-101updated this year
27 practical AI tools (MCP server + CLI) — structured frameworks, data processing, and real computation for writing, analysis, coding, and business tasks.
pypi MIT -
Knowledge graph of PHP codebases for AI coding agents (Claude Code, Codex, Cursor) over MCP. Static analysis, no LLM.
MIT ★ 3 -
CodeRadargithub.com/officialCodeWork/CodeRadarupdated this year
React & TypeScript static analysis that maps every UI component to the APIs, state, and events behind it — and serves that context to AI coding agents over MCP. Screenshot or ticket in; component, data lineage, user journeys, and blast radius out. Deterministic, no LLM in the core.
MIT -
🚀 CodeSort Server v2.0.0 - Simplified, robust MCP server for code analysis. Works with Claude Desktop, Claude CLI, and other AI tools. Zero configuration required.
npm MIT -
Is this codebase safe to run, will it work, and is it complete? Deterministic Safe, Works and Complete scores with an A-F grade, from static analysis only, plus a verify loop for AI-assisted changes: baseline, repair plan, before/after diff. The code is never run.
pypi MIT -
CodeAtlasgithub.com/giauphan/CodeAtlasupdated this year
🗺️ AI-powered code analysis for VS Code, Cursor & Windsurf — MCP server with 10 tools + persistent AI memory across conversations. TypeScript, JavaScript, Python, PHP.
MIT -
An intelligent MCP server that acts as an AI tech lead for coding agents—providing expert validation, impact analysis, and strategic guidance before code changes are made
npm MIT -
AgentCost — AI Agent Spend Analysis. MCP server that analyzes Claude Code session logs to find token waste and optimization opportunities. Free preview tier available.
MIT -
Agent Skills + MCP servers for AI coding agents (Claude Code, GitHub Copilot, Codex, Cursor, Gemini CLI): bug analysis, regression tracing with git bisect, proven fixes, security audit, APK reverse engineering, ticket reading.
MIT ★ 1 -
reposense-mcp-edgegithub.com/vityk-dev/reposense-mcp-edgeupdated this year
Give AI assistants deep access to GitHub repos via Model Context Protocol - smart file ranking, stack detection, code search, and 14 built-in analysis prompts. Python + Cloudflare Worker
MIT