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/8

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

169–179 of 179 · ranked by trust score, then stars

code-context-mcp

VelimirMueller/code-context-mcp

✕BLOCK F

MCP server that indexes codebases into a SQLite database, exposing file metadata, exports, dependency graphs, and per-file change tracking.

★ 57 destructivestdio

Codegraph

optave/codegraph

✕BLOCK F

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.

★ 981 destructivestdio

Codegraph

optave/ops-codegraph-tool

✕BLOCK F

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.

★ 981 destructivestdio

Cli

vibgrate/cli

✕BLOCK F

Local codebase intelligence for AI coding agents and software teams, in the CLI and VS Code. Vibgrate builds a deterministic Code Graph, measures dependency and runtime drift with DriftScore, maps architecture and blast radius, analyses dependency and vulnerability risk, and generates SBOM/VEX.

★ 52 destructivestdio

ADR Analysis

tosin2013/mcp-adr-analysis-server

✕BLOCK F

Your ADRs are lying to you. MCP server with live drift detection, content safety, and decision memory — validates architectural decisions against your actual code.

★ 351 destructivesse

mcp-adr-analysis-server

tosin2013/mcp-adr-analysis-server

✕BLOCK F

Your ADRs are lying to you. MCP server with live drift detection, content safety, and decision memory — validates architectural decisions against your actual code.

★ 351 destructivesse

Whetstone

iliaal/whetstone

✕BLOCK F

AI-powered development tools. 18 agents, 19 commands, 29 skills, 1 hook, 1 MCP server for code review, research, design, and workflow automation.

★ 362 write

mscodebase-intelligence

ManSio/mscodebase-intelligence

✕BLOCK F

Intelligent codebase search & indexing for Zed. Async MCP server featuring LanceDB/BM25 hybrid search, multi-bucket RAG, and autonomous self-healing workflows. High-performance, memory-safe, and ready for your production code.

★ 214 readstreamable-http

Skylos

duriantaco/skylos

✕BLOCK F

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/

★ 8403 writesse

great-cto

avelikiy/great_cto

✕BLOCK F

You already have the agent. This is everything around it. great_cto runs Claude Code as a pipeline of 70 specialist agents — an independent model checks each stage before the next builds on it, spending caps refuse rather than warn, and three decisions stay yours: what gets built, how, and whether i

★ 1039 read

sequant

sequant-io/sequant

✕BLOCK F

AI coding agent orchestrator — resolve GitHub issues end-to-end with isolated git worktrees, quality gates, and an MCP server. Works with Claude Code or Aider.

★ 11 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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