MCP servers for Claude Desktop

Centralized codebase knowledge graph + coordinate index for AI coding agents (Neo4j-backed).

Semantic codebase indexer with Ollama + Qdrant, MCP server for Claude Code

Python code intelligence for coding agents: call paths, control flow, and change impact.

Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.

Visual code workflow explorer for coding agents. Builds deterministic, source-grounded Mermaid flowcharts via MCP, local-first, with no API

MCP server that gives AI assistants persistent understanding of your codebase

MCP bridge that connects to upstream MCP servers and exposes tools via a single codemode tool for orchestration

TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Cline) to the developer community platform

MCP server for enforcing team coding standards via AI assistants in Cursor, Windsurf and other MCP-compatible IDEs

Code-aware observational memory MCP server for AI coding assistants

MCP server for OpenAI Codex CLI integration

Minimal TypeScript MCP server that proxies prompts to Codex and Gemini CLI

FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.

A CoinEx MCP (Model Context Protocol) server that enables AI agents to interact with the CoinEx cryptocurrency exchange

Local-first MCP server that drafts, organizes, validates, and runs ComfyUI workflows - saved as clean, labeled, annotated UI-format graphs

Command Cloud MCP Server — read-only access to Setup, Dispatch, Billing, Supply, and Telematics APIs

MCP server with RTK caching for shell commands — TypeScript + ESM + Zod

MCP server that gives Claude Code deep React intelligence via live Babel AST analysis. Maps component trees, traces re-render blast radius

A Model Context Protocol server for cognitive complexity analysis using complexipy

MCP server implementing the components.build specification for grading, generating, and validating UI components

Enhanced MCP server for computer control: mouse, keyboard, screenshots, OCR, UI automation, region capture, accessibility-aware app