154 published MCP servers in this category · page 2 of 3 · all categories
Kivgraph is a local cross-repository code intelligence MCP server for AI coding agents. It builds a canonical semantic code graph across multiple registered repositories and answers questions about…
MCP server exposing Language Server Protocol capabilities over stdio.
A Model Context Protocol (MCP) server providing language support for code editing.
1. Install uv, a Python package manager. 2. Make sure your Lean project builds quickly by running lake build manually. 3. Configure your IDE/Setup 4. (Optional, highly recommended) Install ripgrep…
MCP server that allows agentic interaction with the [Lean theorem prover](https://lean-lang.org/) via the [Language Server
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
Lightweight MCP server for LSP code intelligence — symbol lookup, refs, types, diagnostics.
Sync Lightroom, Figma, Dropbox & Canva assets to WordPress and Shopify via natural language.
Sync Lightroom, Figma, Dropbox & Canva assets to WordPress and Shopify via natural language.
Universal LSP MCP server
MCP server for Language Server Protocol (LSP) integration, providing hover information, code completions, diagnostics, and code actions with
Modify claude_desktop_config.json (As described in the MCP Docs) with the following:
Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
A Model Context Protocol (MCP) server providing Language Server Protocol-like functionality for text analysis.
Local codebase memory and repository code search for Codex, Claude Code, and MCP coding agents.
100% local MCP server for semantic code search: AST chunking, hybrid retrieval, code knowledge graph
Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.
Mantic is a context-aware code search engine that prioritizes relevance over raw speed. After testing across 5 repositories (cal.com, next.js, tensorflow, supabase, chromium), it demonstrates…
MCP server for Minecraft mod development - provides decompiled code access, symbol search, and runtime interaction via DebugBridge
一个可爱的MCP服务器，将中文翻译为猫语格式 🐱
`mcp-cpp-project-indexer` is a deterministic C++ source-range indexer for large, module-heavy projects and MCP-based AI code navigation.
GitHub for AI agents — repos, files, code search, issues, PRs, commits. Read-only default.
Indexed C/C++ code navigation for AI agents — GNU Global (gtags) lookups over MCP, not grep scans.
Static analysis only gets you so far. By attaching directly to a running JVM, this tool surfaces bytecode-level runtime signals that static analysis
This is an [MCP](https://modelcontextprotocol.io/introduction) server that runs and exposes a [language
Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.
Brings Language Server Protocol capabilities to MCP-compatible agents like Claude Code. Analyze, navigate, and refactor code across 20+ programming languages.
A Model Context Protocol server that brings PHPStan static analysis into your AI coding workflow — analyze PHP for bugs and type errors, straight from any MCP client.
MCP server that exposes Pyright language server functionality
MCP server for multi-repository AST-based symbol search and API route discovery
A blazing fast, ultra-lightweight Model Context Protocol (MCP) server for AST-based code intelligence and semantic discovery. It runs as compiled Node.js JavaScript for npx, uses oxc-parser by…
An MCP (Model Context Protocol) server that provides tools for interacting with the GitHub API, including repositories, issues, pull requests, code search, branches, and GitHub Actions workflows.
Real-time quotes, fuzzy symbol search and historical K-lines across 13 markets — one free-key endpoint.
Static analysis scanner for MCP server code and multi-tenant SaaS applications.
Experimental code intelligence platform for Claude Code with AST parsing and context analysis
Hybrid semantic and keyword code search for coding agents.
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
Tool-first MCP: project-anchored AST index, symbol search, impact analysis, resumable task chains.
N3MO: Code intelligence engine mapping repositories into queryable symbol graphs.
Manual code reviews are time-consuming and often miss the opportunity to combine static analysis with contextual, human-friendly feedback. This
MCP server providing symbol navigation, diagnostics, and type resolution for Nim projects
A server for semantic code search and context generation across public and private repositories using LLMs.
Local-first code intelligence for AI agents. Plan before edit. Verify after edit.
Weather, code search, currency & Solana trust scoring as MCP tools. Free, no API key needed.
This OpenSearch MCP package supplies web search, code search and page fetching through a local Node.js server with provider fallbacks.
Fast local and federated OSS code search and repo discovery for AI agents
PageRank-curated code intelligence for coding agents over an indexed source repository.
Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.
An AI agent dropped into an unfamiliar PHP project reads files one by one and greps for names. It misses what matters most in a real codebase: who calls what, which handler receives a message, which…
Static analysis for Pine Script v6 strategies — catches backtest-vs-live divergence traps.
A Model Context Protocol (MCP) server that provides semantic code search capabilities using Qdrant vector database and OpenAI embeddings.
Lightweight code intelligence engine for AI agents. Dependency mapping, blast radius analysis, and call graph via MCP.
A cited wiki of your GitHub repo: search, read pages, find symbols and ask, with line citations.
ROS 2 Workspace Inspector MCP is a local-first, read-only static-analysis MCP server that gives Codex, Claude Code, Cursor, and other MCP clients structured information about ROS 2 workspaces. Seven…
Roslyn-based MCP server providing semantic code intelligence for .NET codebases.
Roslyn-powered C# code navigation, blast-radius analysis, and verified edits for coding agents.
Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.
Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.