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.

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ModelsAtlas. “Code intelligence MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/topic/code-intelligence/page/6

Verdicts · 179 servers

✓SAFE49!CAUTION43✕BLOCK87

Transports

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

✕BLOCK F

Inline review comments for markdown specs. Built-in MCP server hands feedback directly to your AI agent.

★ 393 writestdio

Claudexor

razzant/claudexor

!CAUTION F

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.

★ 49310 writestdio

Agent Mako

drhalto/agentmako

✕BLOCK F

Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.

★ 542 destructivestdio

Speclock

sgroy10/speclock

✕BLOCK F

Action guardrails for AI coding agents — native Claude Code enforcement, MCP integrations, and Git/CI checks.

★ 252 destructivestdio

footprintjs

footprintjs/footPrint

✕BLOCK F

The flowchart pattern for backend code — self-explainable systems that AI can reason about. Causal traces, auto-generated tool descriptions, transactional state.

★ 2015 read

repopilot

azen07508-debug/repopilot

✕BLOCK F

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.

★ 31 writestdio

triumvirate

michaeljboscia/triumvirate

!CAUTION F

Five AI agents. One coordination layer. No relay server. Plus a trust layer that checks whether the review actually happened.

★ 116 readstreamable-http

Desktop Commander MCP

wonderwhy-er/DesktopCommanderMCP

✕BLOCK F

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

★ 10,0032 destructivestdio

Narsil

postrv/narsil-mcp

✕BLOCK F

Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more

★ 18412 write

Pepper

skwallace36/pepper

✕BLOCK F

iOS dynamic library MCP for agents

★ 1054 readstdio

Tree-sitter Analyzer

aimasteracc/tree-sitter-analyzer

✕BLOCK F

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.

★ 543 readstdio

Open Code Review

raye-deng/open-code-review

✕BLOCK F

🤖 AI code quality gate for AI-generated code. Detects hallucinated packages, phantom dependencies, stale APIs, and more. MCP Server + CLI + CI/CD Action.

★ 404 readstdio

GroundTruth-MCP

rm-rf-prod/GroundTruth-MCP

✕BLOCK F

Self-hosted MCP server for live documentation, code audits, and best practices. 793+ curated libraries, 107 audit patterns, no rate limits.

★ 633 readstdio

celeste-cli

whykusanagi/celeste-cli

✕BLOCK F

Agentic terminal AI assistant with a Bubble Tea TUI, code-graph review, semantic search, multi-provider LLMs, and MCP tools.

★ 12 readstreamable-http

collidemcp

lithometric/collidemcp

✕BLOCK F

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.

★ 1Not listed in sourcestreamable-http

prjct-cli

prjct-app/cli

✕BLOCK F

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,

★ 11 destructive

agent-inspect

rajudandigam/agent-inspect

✕BLOCK F

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.

★ 1656 write

CKB

simplyliz/ckb

✕BLOCK F

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

★ 1107 readstdio

CKB

simplyliz/codemcp

✕BLOCK F

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

★ 1107 readstdio

Rigour

rigour-labs/rigour

✕BLOCK F

The immune system for AI coding agents

★ 271 destructivestdio

carrick

carrick-tools/carrick

✕BLOCK F

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.

★ 52 writestreamable-http

Desktop Commander

wonderwhy-er/desktopcommandermcp

✕BLOCK F

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

★ 9,6622 destructivestdio

sigmap

manojmallick/sigmap

!CAUTION F

~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server

★ 6462 write

Codingbuddy

jeremydev87/codingbuddy

✕BLOCK F

Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.

★ 318 writesse

Other jobs

By risk

Questions

How do you decide which servers are code intelligence servers?
By the categories each server's own repository declares, mapped onto this job by a hand-kept table. A server can belong to more than one job, and one whose repository declares no matching category is not listed here.
Which code intelligence MCP servers rank highest on trust?
Graft (nanonets/graft), Graft (trailhq/graft) and Graft (trailhq/Graft), by trust score and then stars. Ranking never uses popularity to change a verdict.
How many code intelligence servers only read?
39 of the 179 declare tools that all only read; 46 expose at least one destructive tool.

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