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/7
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
145–168 of 179 · ranked by trust score, then stars
Trail-Code
trailhq/Trail-Code
Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
Gopls
xieyuschen/gopls-mcp
MCP server for golang projects development: Expand AI Code Agent ability boundary to have a semantic understanding and determinisic information for golang projects.
Codesteward
codesteward/codesteward
Agentic code review with structural graph intelligence — PR gate + branch stewardship. Self-hosted. Apache-2.0.
astria
Nodesify/astria
Turn any folder into a queryable knowledge graph
Remindb
radimsem/remindb
An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.
sfdt
scoobydrew83/sfdt
Salesforce DevTools — CLI, VS Code extension, sf plugin, MCP server, and web dashboard for Salesforce DX deploy, test, org health, and release management. AI-optional, CI-ready.
arkgate
pedroknigge/arkgate
If the AI writes an illegal import, the write is rejected. The same check fails the pull request.
Code-Graph-RAG
vitali87/code-graph-rag
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
code-graph-rag
vitali87/code-graph-rag
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
octocode-mcp
bgauryy/octocode
Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
Drift
dadbodgeoff/drift
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.
AIWorkHub
shrec/AIWorkHub
Open-source, local-first control plane for multi-model AI coding agents in VS Code and MCP: task DAGs, source intelligence, durable context and evidence-based review.
Octocode
bgauryy/octocode-mcp
Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
deepPairing
mitchjablonski/deepPairing
Review what Claude Code is about to change on a rich visual surface — inline comments, evidence, and a gate that remembers the approaches you rejected.
Sourcebot
sourcebot-dev/sourcebot
Sourcebot is a self-hosted tool that helps humans and agents understand your codebase.
rag-rat
cq27-dev/rag-rat
Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and a source-anchored memory graph.
Mex
mex-memory/mex
Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.
Claude Delegator
antonbabenko/claude-delegator
Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures the models' usefulness, too.
Deliberation
antonbabenko/deliberation
Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures the models' usefulness, too.
agentic-hil
agentic-hil/agentic-hil
Let your coding agent develop firmware on the real board, with the hardware as the gate.
SDL
glitterkill/sdl-mcp
Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: Symbol-graph intelligence combined with precision tools. It turns sprawling codebases into compact, high-signal context that saves tokens, speeds up workflows, and improves agent output.
CodeNib
sysevol-ai/CodeNib
Find source context and trace calls across languages in Claude Code, Codex and other MCP agents.
MarkuprPlus
hashfunction/MarkuprPlus
Record your screen, narrate the bug, and hand your AI coding agent structured Markdown - one annotated screenshot per mark. Desktop app, CLI, and MCP server for Claude Code, Cursor, Codex, and Windsurf. On-device Whisper transcription, local-first, MIT.
code-graph
cyberchronos00/code-graph
A deterministic code graph for codebases: every caller, route, page and table a change touches, with file:line evidence. CLI, MCP server and web view for AI agents and reviewers.
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