MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49351 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 49352 |
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
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| 49353 |
Perpetual futures funding rate API for AI agents. Live funding rates across Bin…
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| 49354 |
veil-mcp
Claim
A Python framework for building MCP servers with tools and LLM adapters. Enable…
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| 49355 |
A Model Context Protocol server providing browser automation capabilities using…
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| 49356 |
Provides documentation lookup and search capabilities for FiveM development, in…
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| 49357 |
muckaway-ai-mcp
Claim
muckaway-ai-mcp MCP server by MEOK AI Labs
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| 49358 |
skyspark-mcp
Claim
Enables AI assistants to interact with SkyFoundry SkySpark building automation …
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| 49359 |
mcp-n8n
Claim
MCP server for integrating with n8n, enabling workflow automation and managemen…
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| 49360 |
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
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| 49361 |
MCP Officegest
Claim
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
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| 49362 |
DDG MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 49363 |
MCP server for Concierge, enabling AI agents to manage Discord customer support…
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| 49364 |
codegraphcontext
Claim
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| 49365 |
A comprehensive MCP server and client implementation in Python exposing tools (…
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| 49366 |
ctxtest
Claim
Stop wasting tokens! CtxNest is a local-first context manager that bridges your…
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| 49367 |
Kairogen MCP
Claim
MCP server for Kairogen that enables generating images and videos with various …
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| 49368 |
aws-mcp-lambda-server
Claim
An MCP server that runs on AWS Lambda, enabling MCP clients like Claude Desktop…
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| 49369 |
OriginLab MCP Server
Claim
Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…
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| 49370 |
agentsync
Claim
Enables multiple AI agents to collaborate on the same git repository by coordin…
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| 49371 |
MCP YNAB Server
Claim
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
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| 49372 |
Rook
Claim
Save anything from your AI chats to Rook, the notes app for code. With one tool…
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| 49373 |
EverAlice Studio
Claim
AI listing workflow for Etsy sellers: listings, images, mockups, KDP copy & ad …
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| 49374 |
gotimer-mcp
Claim
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| 49375 |
google-messages-mcp
Claim
Enables sending, reading, searching, and managing SMS/RCS messages through Goog…
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| 49376 |
Polymarket MCP Server
Claim
Enables AI agents to query Polymarket data such as top wallets, live trades, ma…
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| 49377 |
mcp-doc-search
Claim
Enables searching and retrieving documentation files from a local docs folder u…
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| 49378 |
osuite-onepagecrm
Claim
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| 49379 |
Context7 MCP Server
Claim
Provides up-to-date library documentation by resolving library names and fetchi…
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| 49380 |
mcp-c64
Claim
An MCP server for developing BASIC and Assembly Language programs for the Commo…
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| 49381 |
league-of-legends
Claim
Provides real-time access to League of Legends esports data including live matc…
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| 49382 |
Arduino MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
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| 49383 |
agent-0
Claim
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| 49384 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 49385 |
wmux
Claim
A native Windows terminal multiplexer with MCP bridge for AI agents, enabling b…
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| 49386 |
Tilde x402 MCP Server
Claim
Enables AI agents to discover and pay for x402-enabled services using natural l…
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| 49387 |
Modular MCP Server
Claim
Enables LLMs to securely interact with MongoDB, GitHub, and a sandboxed file sy…
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| 49388 |
CSV MCP Server
Claim
Enables AI assistants to answer natural language questions about data in CSV fi…
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| 49389 |
scope-guard
Claim
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| 49390 |
Geocoding
Claim
Forward and reverse geocoding, place search, and distance via OpenStreetMap Nom…
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| 49391 |
ANSA API MCP Server
Claim
Enables natural language search of ANSA Python API documentation, allowing AI t…
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| 49392 |
action1-mcp
Claim
An MCP server for Action1, a cloud-native RMM platform, enabling remote monitor…
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| 49393 |
elimu-mcp
Claim
MCP server for Kenya education — school registry, KCSE/KCPE results, HELB stude…
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| 49394 |
MCP-Server
Claim
A lightweight bridge connecting LLMs to real-world APIs like finance, weather, …
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| 49395 |
alphai-mcp
Claim
Real-time, AI-enriched financial news for trading agents: full-text & ticker se…
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| 49396 |
HuLa-MCP
Claim
为HuLa即时通讯应用提供MCP服务,支持用户、群组和聊天资源的访问以及消息发送等工具操作。
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| 49397 |
mcp-makefile-server
Claim
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
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| 49398 |
quickstart-resources
Claim
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| 49399 |
pharos-guardskill
Claim
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
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| 49400 |
PocketBase MCP Server
Claim
Enables AI assistants and MCP clients to interact with PocketBase databases for…
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