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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Open-source, local code intelligence and dependency graph for cross-repository impact analysis. Map APIs, events, schemas, packages, databases, and ownership for AI coding agents via MCP.
NOASSERTION ★ 4 -
Dependency graph, blast-radius analysis, and pre-commit safety gates for AI coding agents. MCP server.
npm MIT ★ 1 -
Multi-language architectural and idiomatic code analysis via CLI and MCP server.
pypi MIT License -
ariadnegithub.com/simonrueba/ariadneupdated this year
Semantic code index and gatekeeper for AI coding agents. No LLMs — just static analysis.
MIT -
MCP server for code structure analysis across 20+ languages. Tree-sitter powered. Works with Claude Code and Claude Desktop.
MIT ★ 3 -
Extensible Python code intelligence MCP server for semantic analysis and navigation
pypi MIT -
Code intelligence for AI coding assistants: precise MCP context, security reviews, dependency analysis, and session telemetry for Claude Code, Codex, and Cursor.
Apache-2.0 -
Evidence-first code analysis for agents in TypeScript, JavaScript, and Svelte codebases.
npm MIT -
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 -
MCP server that lets AI coding agents actually test C++ code: sanitizers, static analysis, and a profiler behind eight tools.
MIT -
ripple-impact-mcpgithub.com/0xyubo/ripple-mcpupdated this year
Field-level semantic impact analysis for Claude Code — see the ripple effect of any code change
pypi MIT -
cleaner-codegithub.com/goldmembrane/cleaner-codeupdated this year
AI code security scanner MCP server — detects invisible Unicode, Trojan Source, homoglyphs, Glassworm steganography, rules file backdoors, and dependency attacks in AI-generated code. Static analysis + CodeBERT deep learning. Runs locally.
npm MIT ★ 1 -
Ripple-Mcpgithub.com/0xYubo/Ripple-Mcpupdated this year
字段级语义变更影响分析 MCP Server | Field-level semantic change impact analysis MCP server for Claude Code — pip install ripple-impact-mcp
★ 6 -
Understand any codebase: interactive dependency map, blast-radius analysis, CI drift gates and an MCP server for AI coding assistants. Offline, zero deps.
MIT ★ 1 -
r-stats-skillsgithub.com/kaito41418-ux/r-stats-skillsupdated this year
Ten Claude Code skills for rigorous statistical analysis (regression, ANOVA, factor analysis, survival, time-series, multivariate, etc.) — delivered as Word (.docx) reports. Includes MCP server.
MIT ★ 1 -
Deploy Claude Code, Codex & Antigravity (agy) CLI agents to demolish your work before users do. Real file analysis. Brutal honesty. Per-call model pinning, conversation continuation & intelligent pagination.
npm MIT -
aethvion-project-mappergithub.com/aethvion/aethvion-projectmapperupdated this year
Static code analysis + knowledge-graph for AI coding agents — 12 MCP tools, 13 languages, cut token costs by 87–92 %
pypi AGPL-3.0-or-later -
dotplot-mcpgithub.com/brownglasses/dotplot-mcpupdated this year
Product analytics MCP server for early-stage startups: user behavior analysis, dot plots, aha moment discovery, retention curves, onboarding funnels, churn analysis — YC methodology, works with Claude Code & Cursor
MIT ★ 1 -
MCP server for semantic Java code analysis, built on Eclipse JDT. Provides 63 tools for navigation, refactoring, and code intelligence.
npm MIT -
Roslyn analyzer, .NET CLI and MCP server for C# complexity analysis. Estimates Big-O, detects costly patterns, measures code metrics, and compares snapshots to identify complexity regressions.
MIT ★ 4 -
@syke1/mcp-servergithub.com/khalomsky/sykeupdated this year
AI code impact analysis MCP server — dependency graphs, cascade detection, and a mandatory build gate for AI coding agents
npm Elastic-2.0 -
MCP server that indexes any codebase with tree-sitter into one local SQLite file — function inventory, call graph, call chains, module dependency graph, control-flow graph, impact analysis and dead-code detection for AI coding agents (Claude Code, Cursor,
npm MIT -
brain-devgithub.com/mcp-tool-shop-org/brain-devupdated this year
MCP server for AI-powered code analysis — test generation, security audits, coverage analysis, and refactoring suggestions
pypi MIT -
IMPAKTRIX: See the blast radius before the change. A universal code impact analysis tool available as a VS Code Extension and an MCP Server.
MIT -
sonarlint-mcp-servergithub.com/nielspeter/sonarlint-mcp-serverupdated this year
A Model Context Protocol (MCP) server that brings enterprise-grade code analysis to Claude Desktop and other MCP clients using SonarLint's standalone SLOOP backend.
MIT ★ 4 -
AIContextBuilder (AICB): semantic code intelligence for AI coding agents on C#/.NET (dotnet). Roslyn MCP server and CLI: change impact, static analysis, code navigation (callers, implementations, dependency injection, tests, side effects, dead code) and context engineering. For Claude Code, Codex, OpenCode, Cursor; Windows desktop app included.
NOASSERTION ★ 12 -
Deep Code Reasoning MCP Server - Specialized analysis tool for complex codebases
npm MIT -
MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome
pypi MIT -
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.
MIT ★ 231 -
A comprehensive MCP server that enhances AI capabilities with rich workspace context, code analysis, and smart prompts
MIT -
largefilegithub.com/peteretelej/largefileupdated this year
MCP server for AI assistants to navigate, search, and edit large codebases, logs, and data files with semantic code analysis
pypi MIT -
kodeklaritygithub.com/vjvkrm/kodeklarityupdated this year
Shared knowledge & memory of your code, for AI agents. Code graph + persistent memory layer — impact analysis, risk scoring, cross-boundary tracing, agent-to-agent knowledge sharing.
npm AGPL-3.0-only -
iflow-mcp_angrysky56-ast-mcp-servergithub.com/angrysky56/ast-mcp-serverupdated this year
An MCP server that provides code structure and semantic analysis capabilities through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG)
pypi MIT License -
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 -
deca-guard-mcp-servergithub.com/tomtarpey/deca-guard-mcp-serverupdated this year
MCP Server for code smell and security analysis
npm MIT -
Code search, impact analysis and MCP server for AI coding agents
npm Apache-2.0 -
Policy-as-code enforcement for AI agents: MCP server, CEL policies, git hooks, SARIF, and static analysis guardrails.
AGPL-3.0 -
AgentCost — AI Agent Spend Analysis. MCP server that analyzes Claude Code session logs to find token waste and optimization opportunities. Free preview tier included.
npm MIT -
orihimegithub.com/srinivasan-sundaresan95/orihimeupdated this year
Cross-repo code knowledge graph for Java/Kotlin/JS/TS — MCP server, taint analysis, call graph, OWASP reports. 95% fewer tokens than source-reading.
★ 2 -
Local-first architecture context and evidence-backed analysis for React/TypeScript repositories and AI coding agents, with MCP tools.
NOASSERTION ★ 2 -
truss-code-review-mcpgithub.com/claw-factory/truss-code-review-mcpupdated this year
AI-powered code review tools for Claude Code — complexity analysis, anti-pattern detection, security review, and optimization
npm MIT -
@iflow-mcp/howardpen9-kimi-code-mcpgithub.com/howardpen9/kimi-code-mcpupdated this year
MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase analysis to Kimi, save 90% on token costs
npm MIT -
Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more
NOASSERTION ★ 73 -
Advanced graph-based code analysis for AI-assisted software development
MIT ★ 28 -
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
MIT ★ 109 -
Code intelligence for AI assistants (MCP), CLI, and HTTP API - symbol navigation, impact analysis, architecture
npm SEE LICENSE IN LICENSE -
AST-based code navigation for AI agents: static analysis and call graphs instead of vector search. Includes an MCP server (cdd-mcp).
MIT -
repomap-mcp-servergithub.com/gjczone/repomapupdated this year
MCP server for RepoMap — code intelligence via AST-based repository analysis
npm MIT -
KGFlowgithub.com/Dying-Ember/KGFlowupdated this year
Knowledge Graph Assisted Development Workflow — Neo4j-based code analysis toolkit with multi-agent orchestration
MIT -
cheetah-grebupdated this year
AI-powered intelligent code search - client package with grep, read, and AST analysis (GPU reranking via cloud API)
pypi MIT -
mcp-shellcheckgithub.com/ev3lynx727/mcp-shellcheckupdated this year
ShellCheck MCP Server for AI code analysis
pypi MIT -
Evidence-first codebase analysis for coding agents (runs the Python package verinoda through uvx, pipx or a private venv)
npm Apache-2.0 -
CodeScopegithub.com/yashisrani/CodeScopeupdated this year
AI-powered TypeScript & JavaScript code analysis for complexity, security, dead code, and dependencies - 100% offline, built for MCP.
Apache-2.0 ★ 1 -
Roslyn MCP server for C#/.NET AI coding agents. Compiler-aware analysis, code fixes, refactoring and safe, reviewable source changes.
MIT ★ 2 -
graphify-mcp-toolsgithub.com/cristianociuti/graphify-mcp-toolsupdated this year
MCP server companion for Graphify: search, impact analysis, and code outlines from knowledge graphs
npm MIT -
Deterministic change-impact analysis for engineers and coding agents.
pypi MIT -
flyto-indexergithub.com/flytohub/flyto-indexerupdated this year
Code intelligence MCP server for AI coding agents with impact analysis, semantic search, dependency graphs, and local release gates
pypi Apache-2.0 -
reponovagithub.com/cristianociuti/reponovaupdated this year
Knowledge graph builder & MCP server for AI code assistants: search, impact analysis, semantic similarity, and architecture visualization
npm MIT -
Native Rust code intelligence for repository navigation, change review, impact analysis, and code health, backed by per-project RocksDB.
MIT ★ 4 -
MCP server for Zig — AI-powered code analysis, validation, and documentation with fine-tuned LLM
npm WTFPL