MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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codegraph-mcpgithub.com/weaming/codegraph-mcpupdated this year
A MCP server to analysis any public repository, e.g. repos on Github
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Start querying your codebase's intent
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codeGraph-branchgithub.com/lagrahhn/codeGraph-branchupdated this year
CodeGraph fork with per-branch index management - instant branch switching without re-indexing | CodeGraph 分支版本,支持多分支索引管理 - 分支切换无需重新索引,秒级完成
MIT ★ 3 -
MCP server for graph representation of a codebase
npm MIT -
codegraph-mcpgithub.com/strcoder4007/codegraph-mcpupdated this year
Understand any codebase in seconds - MCP server for AI coding agents
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CLI, MCP and TS library that turns source code into a map of files, symbols, references, and dependencies using tree-sitter.
npm MIT ★ 9 -
A ground-up Go rewrite of CodeGraph — the pre-indexed code knowledge graph for coding agents. Single static binary, verifiable supply chain.
MIT -
Multi-language repository map for agents and humans: MCP tools, dependency graphs, symbol indexes, impact review, and bounded source evidence.
npm MIT -
Code graph for AI agents: impact analysis and call tracing over MCP (Python, TypeScript). Local, deterministic, SQLite.
MIT ★ 2 -
Semantic code graph for AI agents — deterministic FQN resolution, impact analysis and architectural drift gates, exposed over MCP.
pypi MIT -
Standalone code knowledge-graph MCP server + KG-only coding agents. Indexes TS/JS into SQLite; agents navigate and edit through graph tools alone.
MIT -
Deterministic edit safety for AI coding agents: blast radius before an edit, verification after it. Prebuilt tessera binary, no Rust toolchain required.
npm Apache-2.0 -
A code graph an LLM can actually use. Tree-sitter across 6 languages, typed ontology with inferred architectural roles, impact analysis, 9 interactive views, MCP server. No embeddings, no vector DB.
MIT ★ 2 -
Deterministic Architecture & Context Engine for AI Assistants (Cursor, Windsurf, Claude). Zero-hallucination AST code graph via Model Context Protocol (MCP).
★ 1 -
Deterministic tree-sitter + SQLite/FTS5 code knowledge graph for coding agents and developers: symbols, calls and dependencies over a CLI, an MCP server and a local browser viewer. No AI/LLM inside; byte-stable output.
MIT ★ 22 -
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.
npm Apache-2.0 ★ 100 -
codegraph is a local-first code context engine and MCP server for repositories. It incrementally indexes source code into a lightweight SQLite graph, then exposes high-signal tools for symbol lookup, call graph traversal, impact analysis, related test discovery, and semantic search. Built in Go with a single-binary workflow, it is designed to work
NOASSERTION ★ 4 -
Ask a beads store questions, codegraph-style: verbatim beads + relationship neighborhoods from one FTS query
MIT -
The Compiler-Aware Operating System Kernel CodeGraph Engine for Token-Efficient Structural Codebase Retrieval
MIT ★ 4 -
isobaractive
See where the pressure builds in your code: interactive, framework-aware maps of any codebase, an MCP server for Claude and other agents, plus agent-ready graph.json and AGENTS.md (successor to codegraph).
npm SEE LICENSE IN LICENSE -
knotgithub.com/dreygur/knotactive
Archived experiment: local code graph search and team learnings for AI coding agents (Claude Code, Codex, Cursor) as a Rust MCP server and CLI. Tree-sitter, BM25F and call graph ranking, benchmarked on Agent Retrieval Bench against Trail, CodeGraph, Serena and more. Abandoned: agents never used it.
MIT -
cuba-memorysgithub.com/leandropg19/cuba-memorysupdated this year
Persistent memory MCP server for AI agents (v0.18). 29 tools, self-growing graph without MCP sampling, poisoning quarantine: bitemporal facts, sqlx-migrate, BM25+MMR+OOD hybrid retrieval, graph metrics, conformal prediction, Hebbian/BCM, project scoping, tamper-evident audit chain (21 CFR Part 11-oriented), tree-sitter codegraph, git-native sync hooks. Rust + PostgreSQL + pgvector.
pypi Apache-2.0 -
MCP server that gives Claude Code the rationale behind a symbol before editing - synthesized from git history, PRs, and call-graph context.
★ 4 -
Self-hosted code maps and MCP access for AI, with GitLab, GitHub and generic Git sync, a web dashboard, and repository-scoped tokens.
MIT ★ 1 -
Semantic code map and code graph MCP server for AI coding agents, powered by SCIP and Tree-sitter.
Apache-2.0 ★ 4 -
Your agent says done. Tessera checks. Deterministic blast radius before every edit and verification after it, for any AI coding agent.
npm Apache-2.0 ★ 2 -
Code intelligence MCP server — let AI assistants explore your entire codebase, find callers, and trace impact in one query.
MIT ★ 1 -
Windows-first, resource-governed MCP runtime for local developer workstations with durable execution, scoped filesystem access, search, and developer-context backends.
Apache-2.0 ★ 1 -
A high-performance code intelligence graph for LLMs and AI agents. Sub-second structural queries, impact analysis, and cross-repo API contracts for autonomous coding workflows.
MIT ★ 10 -
A test selector that says when it doesn't know. Names the user journeys a diff could break, runs their tests, and refuses to report green it can't back up.
MIT -
A branch-aware, dual-revision epistemic ledger and control plane for AI coding agents. From requirements and isolated work to validated changes and durable, queryable project truth.
MIT ★ 40 -
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.
MIT ★ 61 -
memogithub.com/jagoff/memoactive
Your coding agent starts every session with amnesia — memo fixes that, 100% on your machine. Persistent memory for Claude Code, Codex, Cursor & any MCP client: Markdown source of truth, hybrid search (MLX/CPU + sqlite-vec), time-machine, contradiction radar, nightly self-optimization. No cloud, no keys.
MIT ★ 27