MCP servers · by job
Code intelligence MCP servers
179 MCP servers that search, analyse and review source code. 49 are SAFE, 43 CAUTION and 87 BLOCK. Ranked by trust score; each card opens the full audit.
Cite
Cite this page
ModelsAtlas. “Code intelligence MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/topic/code-intelligence/page/6
Verdicts · 179 servers
Transports
- stdio, runs locally134
- Streamable HTTP, remote53
- SSE, legacy remote11
- Not declared26
A server can list more than one transport.
Tool risk
46
servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 12 tools.
Servers with no destructive tools →179 code intelligence servers
121–144 of 179 · ranked by trust score, then stars
Md Redline
dejuknow/md-redline
Inline review comments for markdown specs. Built-in MCP server hands feedback directly to your AI agent.
Claudexor
razzant/claudexor
Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude/Codex subscriptions, shared thread context, and cross-model review.
Agent Mako
drhalto/agentmako
Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.
Speclock
sgroy10/speclock
Action guardrails for AI coding agents — native Claude Code enforcement, MCP integrations, and Git/CI checks.
footprintjs
footprintjs/footPrint
The flowchart pattern for backend code — self-explainable systems that AI can reason about. Causal traces, auto-generated tool descriptions, transactional state.
repopilot
azen07508-debug/repopilot
Release gate for public GitHub repositories. Give it a repo URL and it returns a ship-or-block verdict with file-and-line evidence, the fixes that clear the gate, and the deployment plan and launch copy you ship with. HTTP + MCP. Static analysis only; no code execution.
triumvirate
michaeljboscia/triumvirate
Five AI agents. One coordination layer. No relay server. Plus a trust layer that checks whether the review actually happened.
Desktop Commander MCP
wonderwhy-er/DesktopCommanderMCP
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Narsil
postrv/narsil-mcp
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more
Pepper
skwallace36/pepper
iOS dynamic library MCP for agents
Tree-sitter Analyzer
aimasteracc/tree-sitter-analyzer
Cross-language-safe code-intelligence MCP for AI agents: 13 languages, family-gated call graph, blast radius, health grading, 8 facade tools, JSON envelopes, 100% local. Run miswire-audit on your repo.
Open Code Review
raye-deng/open-code-review
🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.
GroundTruth-MCP
rm-rf-prod/GroundTruth-MCP
Self-hosted MCP server for live documentation, code audits, and best practices. 793+ curated libraries, 107 audit patterns, no rate limits.
celeste-cli
whykusanagi/celeste-cli
Agentic terminal AI assistant with a Bubble Tea TUI, code-graph review, semantic search, multi-provider LLMs, and MCP tools.
collidemcp
lithometric/collidemcp
Run multiple AI coding agents (Claude Code, Codex, Cursor) on one repo without conflicts: live awareness, write gate, briefings, one-step pushes. Free, local, MCP + hooks.
prjct-cli
prjct-app/cli
The agentic harness for AI coding agents — intelligence is rented, the harness is owned. Runs the full work cycle: intent briefs, bounded RAG context from real code intelligence, persistent memory, preventive guardrails, and performance evals. One CLI + MCP server, SQLite inside. Claude Code, Codex,
agent-inspect
rajudandigam/agent-inspect
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share safe offline evidence.
CKB
simplyliz/ckb
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
CKB
simplyliz/codemcp
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping
Rigour
rigour-labs/rigour
The immune system for AI coding agents
carrick
carrick-tools/carrick
Carrick maps your entire TypeScript codebase across services and repositories, giving AI agents full context on existing types, routes, and function behaviours over MCP before they write duplicate or breaking code.
Desktop Commander
wonderwhy-er/desktopcommandermcp
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
sigmap
manojmallick/sigmap
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
Codingbuddy
jeremydev87/codingbuddy
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.
Other jobs
By risk
Questions
How do you decide which servers are code intelligence servers?
Which code intelligence MCP servers rank highest on trust?
How many code intelligence servers only read?
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- How do you decide which servers are code intelligence servers?
- Which code intelligence MCP servers rank highest on trust?
- How many code intelligence servers only read?