MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53501 |
UniRate MCP
Claim
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat…
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| 53502 |
Planet MCP
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Enables AI agents to interact with the Planet API for satellite imagery orderin…
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| 53503 |
gmail-mcp
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Enables AI assistants to manage Gmail accounts programmatically, including send…
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| 53504 |
GunStore-POS Admin MCP
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MCP server that wraps the GunStore-POS Frappe REST API, enabling AI agents to m…
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| 53505 |
agda-mcp-server
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Enables interactive Agda proof development via MCP, allowing clients to persist…
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| 53506 |
liteparse-mcp
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Fast, local PDF parsing as an MCP server with text extraction, bounding boxes, …
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| 53507 |
Exposes the full Campaign Monitor v3.3 API as 117 tools for managing campaigns,…
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| 53508 |
bunq Partner MCP
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An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
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| 53509 |
contextpulse-mcp
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Real-time context budget tracking for AI coding agents with token counting, loo…
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| 53510 |
GCM MCP Relay
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A Docker-based relay service that simplifies authentication and provides audit …
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| 53511 |
sqlmate-mcp
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Zero-config SQL database MCP server with a browser GUI that connects Claude to …
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| 53512 |
agents-chat-mcp
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基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
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| 53513 |
WebAI-MCP
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WebAI-MCP is a comprehensive browser automation and monitoring solution that en…
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| 53514 |
Redshift MCP Server
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Enables connecting to Amazon Redshift and executing SQL queries with read-only …
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| 53515 |
kryos-mcp
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Governed code execution for AI agents that type-checks, runs, and capability-ve…
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| 53516 |
mcp-server-master
Claim
This repository provides a template for creating MCP servers with Python, inclu…
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| 53517 |
college-aid-mcp
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Searches US colleges and scholarships using government data, enabling compariso…
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| 53518 |
askdb
Claim
Self-hosted MCP server that bridges your MongoDB or PostgreSQL database to AI a…
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| 53519 |
AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Ja…
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| 53520 |
weather
Claim
Provides weather information for any city through the Model Context Protocol.
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| 53521 |
brave-search-mcp
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An MCP server that integrates with AI models to provide web search capabilities…
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| 53522 |
Zenskar MCP Server
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Enables natural language interaction with the Zenskar billing platform, coverin…
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| 53523 |
docuflow
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Provides a unified interface for AI agents and scripts to read, create, and edi…
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| 53524 |
mrholmes
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Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
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| 53525 |
myscrape
Claim
A self-contained web-research MCP server that lets local LLM agents search, fet…
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| 53526 |
ip-network-ai-mcp
Claim
ip-network-ai-mcp MCP server by MEOK AI Labs
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| 53527 |
Enables students to securely access and manage their academic data from Isparta…
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| 53528 |
Reviewable workspace discovery and private HTML review creation via stdio MCP.
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| 53529 |
flickr-mcp-server
Claim
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
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| 53530 |
SeaTalk MCP Server
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Enables AI assistants to send and retrieve messages, access employee informatio…
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| 53531 |
Enables AI assistants to access and query ARTPARK's public health datasets incl…
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| 53532 |
super-loop-mcp
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A referee for self-improving AI agent loops that mines past sessions for effect…
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| 53533 |
mcp-hash
Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
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| 53534 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 53535 |
Enrow MCP Server
Claim
Enables AI assistants to find and verify professional emails and phone numbers …
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| 53536 |
Atlas Vision MCP
Claim
Enables text-only coding agents to analyze local images using a dedicated visio…
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| 53537 |
Enables AI assistants to interact with SAP Datasphere for data exploration, que…
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| 53538 |
notebooklm-mcp
Claim
An unofficial MCP server for Google NotebookLM that enables users to manage not…
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| 53539 |
mcp-server
Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
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| 53540 |
An MCP server that adds engineering discipline to AI-assisted development, enfo…
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| 53541 |
mcp-dm8-server
Claim
Provides table structure browsing and read-only query capabilities for DM8 data…
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| 53542 |
Binary MCP Server
Claim
Enables AI assistants to analyze binaries, debug processes, and inspect kernel …
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| 53543 |
mcp-7zip-server
Claim
An MCP server for 7-Zip archive operations (list, extract, create) with dual-en…
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| 53544 |
transfa
Claim
Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, ge…
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| 53545 |
AgentTalk MCP Server
Claim
Decentralized MCP server enabling AI coding agents to communicate and coordinat…
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| 53546 |
datasource-mcp
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MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…
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| 53547 |
Polymarket MCP Server
Claim
Enables interaction with Polymarket prediction markets through read-only access…
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| 53548 |
Navvi
Claim
Gives your AI agent a persistent browser identity with anti-detection, credenti…
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| 53549 |
DevDrops
Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
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| 53550 |
A basic Python implementation of a Model Context Protocol server for educationa…
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