Code intelligence MCP: symbols, call graphs, change impact + affected tests, routes, search.
Directory
42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.
Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.
Context-aware code retrieval MCP server — ranked, gated results for AI coding agents
Code Executor MCP Server by MEOK AI Labs
Read-only audit evidence for security, tests, native coverage, runtime failures and repair status.
Structural similarity-based code filter. Stops malicious code pattern reaching execution tools.
CodeFundi MCP server for codebase mapping and blast-radius analysis.
Local dependency graph: callers, entry points and file:line evidence for what a change affects.
Security scan for AI-generated code: injection, SSRF, secrets, weak crypto, unsafe deserialization.
16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
Dependency graph and blast-radius analysis for local TypeScript/JavaScript repos.
Rust code index MCP server, native 1C:Enterprise (BSL) support. 37 tools, AST for 14 languages.
Local semantic code search with Git history. Works offline, no API key needed.
MCP server for code quality: complexity, duplicates, naming, refactoring.
Code Reviewer Ai MCP Server by MEOK AI Labs
Code Runner MCP Server which can run code in various programming languages.
Code quality analysis MCP server - detects security issues, deceptive patterns, and placeholders
Web pages into decision-ready state: dates, numbers with units, budgeted chunks. No model, no key.
Local-first codebase intelligence: cited answers, audits, reports. EN/FR.
Codebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.
Read-only codebase audits for coding agents: secrets, RLS, deps, review verdicts. No writes.
Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.
Codeberg repositories from the Codeberg API. No key required.
Code & logic calculator for AI agents: 31 languages, symbolic math, SMT/logic solving, Big-O.
Python code intelligence for coding agents: call paths, control flow, and change impact.
Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.
Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.
MCP server for querying Codecov coverage data with configurable URL support
Codeforces competitive programming API: contests and user info. No key required.
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.
Team conventions, anti-patterns, and domain knowledge from .codehabits/ for AI coding agents.
Structural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.
Local-first MCP security scanner and CLI for AI-generated applications.
Fast semantic code search for AI agents — find symbols, references, and callers across any codebase
Deterministic context selection for AI coding agents. Local memory that compounds across sessions.
Local-first MCP server for code search, repository intelligence, comparison, and safe file edits.
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI
Start, prompt and read AI coding agent sessions (Claude Code, Codex, Gemini CLI and more) in Codeman
Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster
The static analyzer your AI agent reads — fix-ready, machine-readable scan reports over MCP.