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MCP servers tagged codebase

30 live MCP servers tagged "codebase", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with codebase.

30
live servers
36
avg trust
287
most stars
1

Mimir

orneryd

Mimir - Fully open and customizable memory bank with semantic vector search capabilities for locally indexed files (Code Intelligence) and stored memories that are shared across s…

★ 287updated 9 months agoNOASSERTION
71
2

Not Ace Tool Rs

MCP server for codebase indexing, semantic search, and prompt enhancement

42
3

Code Analyzer

seanivore

A Model Context Protocol server for Python code analysis with Claude. Again, works with warning now. I'm missing something here.

★ 11updated 10 months ago
39
4

Reposkein

Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust, Go, Java, C#.

39
5

Open Repo

CLI to run local MCP server for indexing local code repositories. Parse, search and serve your codebase to AI agents via the Model Context Protocol.

37
6

Cntx Ui

Autonomous Repository Intelligence engine with web UI and MCP server. Unified semantic code understanding, local RAG, and agent working memory.

37
7

Coldstart

Local MCP server for AI agent codebase navigation — domain mapping, dependency tracing, file structure lookup

37
8

Codebase

Cursor for Claude Code: Local semantic search over a repository with MCP

37
9

Aidimag

Persistent, verified memory for AI coding agents. CLI: dim.

37
10

Project Surface

Richie11747

The missing semantic layer for AI-readable software projects. One verifiable artifact every AI agent can read.

★ 2updated a month ago
34
11

Atlas

brainer-sh

Learn any codebase through conversation.

★ 2updated 5 months ago
34
12

Codebase MCP

Dipanshu-js

Auto-generate AI-ready context from your codebase. One command → CONTEXT.md ready to paste into Claude, Cursor, ChatGPT or any MCP agent. Full MCP server mode included.

★ 2updated 6 months ago
34
13

Second Brain

lopax76

A living, always-fresh, low-token map of any project: files, code imports, doc links, areas, decisions and git sessions, queried by AI and explored by humans in an offline 2D comm…

★ 2updated 14 days ago
34
14

Codebase Bridge MCP

EDMMY

Read-only MCP server that lets a Claude chat (desktop or web) explore your local repo and answer questions about it, with file:line references — no file-pasting, no write access t…

★ 1
34
15

Codebase Oracle

LanNguyenSi

A shared semantic index over your local repos

★ 1updated 12 days ago
34
16

Local Terminal MCP

luckysolanki902

Run local commands from ChatGPT or Claude via a safe, allowlisted MCP server. Work on your codebase and generate images/sprites/assets locally from ChatGPT without spending Codex/…

★ 1updated yesterday
34
17

Second Brain Skill

PB811

Agent-agnostic skill: turn any codebase into a private, reproducible Obsidian 'second brain' (Graphify + codebase-memory-mcp).

★ 1updated 17 days ago
34
18

MCP

TheCrazyAnt

Turn AI Agent codebases into evidence-backed, step-through execution maps.

★ 1updated 8 days ago
34
19

Ontology Atlas

Local-first ontology memory for plain Codex/Claude Code via Atlas MCP/CLI: product meaning, code evidence, verification paths.

34
20

Mscodebase Intelligence

Intelligent codebase search & indexing for Zed. Async MCP server featuring LanceDB/BM25 hybrid search, multi-bucket RAG, and autonomous self-healing workflows. High-performance, m…

34
21

Codebase Agent MCP

A sub-harness (both an MCP server and an MCP client). Delegates documentation and source code analysis, as well as interactions with related context-providing MCP servers, to a lo…

34
22

Cntx

File context management tool with web UI and MCP server for AI development workflows - bundle project files for LLM consumption

34
23

Fln

Local, explainable context compiler for AI coding agents. Analyze → plan → emit optimal context — with why/doctor diagnostics. No embeddings, no server.

34
24

JaySoft AI Tools

Codebase intelligence shell and SDK — pip install jsat

34
25

React Codebase Guru

🎯 Intelligent React codebase consultant that detects design system drift and guides AI coding agents via CLI and MCP

34
26

Ctxmap

Codebase context compiler for AI agents. Token-optimized maps + auto-generated instructions for Claude Code, Cursor, and GitHub Copilot.

34
27

Askgraph

Local-first, privacy-first codebase Q&A: structural knowledge graph (tree-sitter) + semantic search + git provenance. CLI, TUI, and MCP server for agents. Runs entirely on your ma…

34
28

RepoItDown

byte271

AST-aware codebase topology for LLM context windows

updated 2 months ago
34
29

Repo Digest

dimaad5017-dotcom

Flatten a codebase into one LLM-friendly file: file tree, smart filtering, a token budget, and a built-in MCP server for coding agents. Zero dependencies.

34
30

TurboMerger

cryptofan500

Turn a codebase, Git repo or folder into LLM-ready files: exact token counts, secret redaction, repo maps, split parts and reviewed apply-back of LLM replies. Desktop app (Windows…

34
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