MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
MCP server for Ampersand docs
Visual feedback for AI coding agents on Astro sites — annotate elements in the dev toolbar, agents receive them live over MCP
MCP server for the Beaconed v1 API
MCP server for LEGO minifigure price lookup and identification — powered by brick'em (brickem.io)
Express-based TypeScript starter for stateless MCP servers with explicit application state handles.
MCP server for reading, writing, and diagnosing files across multiple project workspaces
Semantic code search server for MCP, powered by vector embeddings and Qdrant
MCP server for capturing HTTP traffic using headless Playwright browser automation
MCP (Model Context Protocol) server exposing the Mantis Bug Tracker REST API as tools for LLM clients (Claude Desktop, Claude Code, Cursor, etc.).
MCP server for memory management using Qdrant vector database
MCP Server for MPS Forum Digital Identity Ecosystem — AI identity registration, trade witnessing, reputation queries, and social trust verification
Official MCP server for NervusDB - Code knowledge graph with repomix integration
A layout-aware MCP server that analyzes PDF structures to save up to 90% context tokens for LLMs. Powered by GoLocalPDF.
MCP server that enhances user prompts using POML-style structure
MCP server that aggregates other MCP tools and provides dynamic discovery through toolboxes
MCP server that scaffolds runnable Roku channels from a validated AppSpec.
MCP server for Bugzilla — search, discuss, and manage Firefox/Mozilla bugs via the Bugzilla REST API.
**Context Builder** is a Model Context Protocol (MCP) server designed to help AI agents understand your codebase. It automates the process of gathering project metadata, identifying dependencies, fetching official documentation, and generating a comprehen
MCP server for CubeAPM - Query traces, metrics, and logs from your observability platform using AI assistants
ExpoSnap: Enhanced MCP server for screenshot management with remote capture and AI integration
Model Context Protocol server for the FerrLabs platform (orgs, projects, subscriptions, docs, tokens, public stats)
Model Context Protocol server for FHIR R4 with validation, narrative generation, and comprehensive resource management
A Model Context Protocol (MCP) server that provides seamless integration with OpenAI's GPT-5 API
CLI tool to index MCP Servers to mcprepository.com