Discover Awesome MCP Servers

governance-mcp-server

MCP server for querying the DodaOne governance framework, enabling users to retrieve governance information and evaluate proposed actions.

OpenAPI MCP Server

Ini adalah proyek kerangka yang dapat Anda gunakan sebagai titik awal untuk membangun server MCP Anda sendiri. Fungsi penambahan contoh menunjukkan cara mengimplementasikan handler di ketiga protokol.

MCP Pytest Server

An MCP-compliant server that enables the execution of pytest test suites and the storage of results into a QA platform database. It allows AI models to trigger test runs, track execution progress, and retrieve historical test data through specialized tool interfaces.

Just-Magic MCP Server

Enables SEO automation through the Just-Magic.org API, including semantic clustering, LSI analysis, Wordstat frequency collection, text analysis, and task management.

GCP Diagram MCP Server

Generates GCP architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python diagrams DSL via MCP.

sofa-mcp

Enables MCP clients to search, read, and interact with Stack Overflow for Agents posts and Stack Exchange Q&A, including posting, replying, voting, verification, and session management through 17 stdio tools.

r3 (Recall)

An intelligent memory MCP server that provides AI applications with semantic search, entity extraction, and knowledge graph capabilities using local Redis caching and optional cloud sync. It enables LLMs to store and retrieve long-term context across sessions with high-performance multi-tier storage.

arcgis-courtenay

Enables interaction with City of Courtenay GIS open geospatial data (ArcGIS) through searching datasets, querying layers, and retrieving layer schemas.

TalkToFigma

Enables local AI agents to generate and edit Figma designs via the Plugin API through a WebSocket relay, with no rate limits and all communication remaining local.

io.github.EntityAdam/comfyui-mcp

Gives AI agents access to ComfyUI generation, workflows, installed models, recent assets, and job controls through the Model Context Protocol.

Fake Store API MCP Server

Provides seamless access to the Fake Store API for AI assistants with 18 CRUD tools for managing e-commerce data including products, carts, and users. Perfect for e-commerce demos, testing, and learning MCP development with zero configuration required.

Competitive Programming Mentor MCP Server

Provides 23 modular tools for competitive programming, including problem analysis, algorithm planning, code generation, verification, testing, code review, and learning assistance.

the13f-mcp

Institutional 13F intelligence for Claude Desktop, Cursor, and VS Code. Nine Read tools: manager search, holdings, portfolio similarity, consensus portfolio, market regime, sector flows.

Token Holders API

Provides token holder distribution and concentration analysis for on-chain due diligence, with pay-per-call via x402 micropayments.

browse-ai

Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode showing raw LLM hallucination vs evidence-backed answers.

Duma

Enables AI agents to ask questions to users asynchronously via a local macOS app, allowing users to respond by text or voice.

wass-mcp

MCP server for web application security scanning with Nikto, Nuclei, Wapiti, and shcheck integration.

jrnl MCP Server

A server that enables Claude to access and search through command-line journal entries, offering features like searching entries, listing tags, and viewing journal statistics.

higgsfield-mcp

MCP server for Higgsfield AI that enables image and video generation using 16+ models through Claude, Cursor, or any MCP-compatible client.

Logistics AI MCP

Provides supply chain and shipping tools including shipment tracking, route optimization, warehouse inventory management, delivery ETA estimation, and customs documentation. Enables logistics operations through natural language interactions with Claude.

budget-aware-mcp

Model-agnostic code memory MCP server using budget-aware graph retrieval for AI agents, providing sub-millisecond queries, token budgeting, and deterministic results without embeddings or vector databases.

mcp-repology

Enables querying cross-distribution package versions and maintenance information via Repology, with tools for projects, problems, repositories, maintainers, and search.

ScreenerInsights MCP Server

A remote MCP server exposing two read-only tools (get_available_stocks, get_latest_quarter_details) backed by data stored in Cloudflare R2.

Cloudflare MCP Server

Manage Cloudflare resources such as Workers, KV, R2, D1, Durable Objects, and more using natural language via the Model Context Protocol.

AssemblyAI MCP Server

Enables AI assistants to transcribe audio files from URLs or local paths using AssemblyAI's services, with support for speaker diarization, language detection, and asynchronous job management through a standardized MCP interface.

shouldideploytoday-mcp

MCP server that checks if today is a good day to deploy using the shouldideploy.today API, with timezone support.

arxiv-paper

A paper retrieval and content parsing tool based on arXiv, supporting paper search, PDF link retrieval, and content parsing functions, suitable for obtaining the latest papers in academic research and AI fields.

SJTU MCP

Wraps the SJTU Zhiyuan No.1 API as a local MCP server, allowing direct use of SJTU models in Claude Code and Codex without custom integration scripts.

Tidio MCP Server

Integrates the Tidio customer service platform with LLMs, enabling management of conversations, contacts, tickets, and operators through natural language.