An MCP (Model Context Protocol) server for SQL databases with built-in guardrails against destructive operations.

CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories

AI-powered semantic search for your codebase in GitHub Copilot, Kiro, and other MCP-compatible editors

A Model Context Protocol (MCP) server for Fastmail. Enables any MCP-compatible AI assistant to read, search, send, and manage emails, calendars, and contacts in a Fastmail account via the JMAP protocol.

MCP server for Easy Digital Downloads REST API - sales, customers, products, and analytics

Intent-based MCP server for project documentation search. Maps natural language queries to the right sources automatically—no configuration needed. The standard for AI agent documentation search.

MCP server to manage Cloudflare Workers, KV, R2, DNS, and cache from your IDE

Lightweight MCP server using OpenAI JS SDK (Responses)

MCP server for semantic code search and codebase analysis — AST parsing, Tree-sitter, embeddings and vector search for AI assistants and LLMs

MCP server for the ROLLIN Accessibility API — wheelchair accessibility data for 56,000+ US locations

Observability for multi-agent systems. Cascade failure detection, heartbeats, cross-agent tracing, and forensic replay.

MCP Server for Markly.cloud - watermark images via AI agents

Enterprise-grade MCP server providing advanced debugging capabilities for Node.js and TypeScript applications. Features 25+ debugging tools including breakpoints, variable inspection, execution control, CPU/memory profiling, hang detection, source map support, and comprehensive observability.

Independent verification layer for AI generated coding plans

Scan any project to discover its complete AI ecosystem. MCP servers, tools, context files, skills, memories. Interactive HTML dashboard. CLI + MCP server.

AI resource intelligence MCP server — recommends skills, tools, agents, rules, and MCP servers from 20,000+ resources

MCP server for rftools.io — 197 RF & electronics calculators for AI agents

Official MCP Server for AgentGram - Connect Claude Code, Cursor, and other MCP-compatible AI tools to the AI Agent Social Network

Give your AI agents the power to discover, coordinate, and collaborate safely. Open-core collaboration layer for AI agents.

Multi-agent MCP orchestrator for Cursor. Describe a code review or audit task in plain English, Dispatch plans a DAG, runs specialist AI agents in parallel, critiques results, and returns a prioritized report. Uses Claude via Anthropic API. Provided as-is.

OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, VirusTotal, Censys, SecurityTrails, DNS reconnaissance, WHOIS, certificate transparency, BGP routing, Wayback Machine, GeoIP. Automated open source intelligence and attack surface mapping via Model Context Protocol.

MCP server + REST API for intelligent JSON analysis — 26 tools for querying, aggregating, filtering, and exporting JSON data via any LLM.

Semantic router for MCP ecosystems - discover and execute tools across multiple servers with intelligent context management.

MCP server for AI image generation and editing powered by Google Gemini

Enable AI assistants to interact with your Echo API

MCP server for x402 Service Discovery — continuously growing catalog of services, real-time quality signals, facilitator-compat checks. For Claude, Cursor, Windsurf.

Macro-factor quantitative signal source for AI agents via MCP. 宏观因子量化信号源。

Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.