Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.
65,659 MCP servers
Visual code workflow explorer for coding agents. Builds deterministic, source-grounded Mermaid flowcharts via MCP, local-first, with no API
Token-efficient codebase graph engine for AI coding agents. Tree-sitter parsing, SQLite semantic graph, impact tracing, and an MCP server
MCP server that gives AI assistants persistent understanding of your codebase
Intelligent project documentation engine for MCP: auto-analyze codebases, generate README, architecture diagrams, dependency tree, API docs
MCP bridge that connects to upstream MCP servers and exposes tools via a single codemode tool for orchestration
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
Agent-facing Codex session and MCP lifecycle manager with callable validation.
FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.
An autonomous graph-vector memory engine powered by SQLite and Ollama.
63 paid services via USDC: crypto analytics, satellite, IoT, AI inference, prediction markets.
MCP server for cold-chain sensor data analysis: threshold breaches, anomalies, journey segmentation. All processing local.
Comprehensive color conversion, manipulation, analysis, and accessibility MCP server
Local-first MCP server that drafts, organizes, validates, and runs ComfyUI workflows - saved as clean, labeled, annotated UI-format graphs
Build MCP Server with command template
MCP server with RTK caching for shell commands — TypeScript + ESM + Zod
Enhanced MCP server for computer control: mouse, keyboard, screenshots, OCR, UI automation, region capture, accessibility-aware app
MCP server for Conan package manager
An unofficial MCP (Model Context Protocol) server that connects AI assistants to Akamai APIs for edge diagnostics, debugging, and network
ConnectWise Sell (Quosal) MCP server — 12 tools for quotes, line items, templates, and recurring revenue
**Context Builder** is a Model Context Protocol (MCP) server designed to help AI agents understand your codebase. It automates the process