MCP Server Quality Scores
Independent quality analysis of 53551 public MCP servers
Last updated 1 hour, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53251 |
langlearn-tts
Claim
Enables Claude to speak in 70+ languages, including pronunciation, audio flashc…
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| 53252 |
goodreads-mcp
Claim
A read-only MCP server for Goodreads that enables LLMs to search for books, ret…
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| 53253 |
Israel Drugs MCP Server
Claim
Provides AI agents with comprehensive access to Israel's complete pharmaceutica…
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| 53254 |
opgg-esports
Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
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| 53255 |
Provides tools for semantic decomposition, proof search, knowledge graph operat…
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| 53256 |
FantasyPros API Server
Claim
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
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| 53257 |
MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M…
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| 53258 |
mcpsafetywarden
Claim
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
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| 53259 |
Gemini MCP
Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
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| 53260 |
schrodinger-mcp
Claim
Enables AI assistants to execute computational chemistry and drug discovery wor…
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| 53261 |
Keynote MCP Server
Claim
Provides full programmatic control over Apple Keynote through the Model Context…
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| 53262 |
guidetopharmacology
Claim
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
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| 53263 |
MCP Inspector Assistant
Claim
Provides programmatic access to MCP server testing, debugging, and validation c…
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| 53264 |
rgl-mcp
Claim
Enables querying RGL.gg competitive TF2 data through natural language, resolvin…
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| 53265 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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| 53266 |
post-server
Claim
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| 53267 |
Agent Factory MCP
Claim
A universal MCP server that automatically discovers and registers CLI tools as …
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| 53268 |
suno-mcp
Claim
Enables AI music generation via Suno AI, allowing users to generate tracks with…
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| 53269 |
mcp-poc
Claim
A minimal MCP server with four tools (add, greet, text_stats, divide) demonstra…
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| 53270 |
x402watch
Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
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| 53271 |
Fabric MCP Server
Claim
Provides access to 227+ expert-crafted Fabric AI patterns for tasks like summar…
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| 53272 |
Naver Map MCP Server
Claim
Provides Naver Map API functions (geocoding, reverse geocoding, directions, sta…
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| 53273 |
Skolverket-MCP
Claim
Enables easy access to open data from the Swedish National Agency for Education…
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| 53274 |
MCP Atlassian Server
Claim
Enables AI assistants to interact with Atlassian Cloud APIs for Confluence and …
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| 53275 |
My First MCP
Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
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| 53276 |
Refero MCP
Claim
Enables searching the Refero design catalog in plain English and generates DESI…
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| 53277 |
mysql-mcp-server
Claim
基于Node.js的MySQL MCP服务器,支持通过MCP协议安全操作MySQL数据库。
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| 53278 |
image-mcp
Claim
MCP server for generating images via text-to-image and image-to-image using lk8…
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| 53279 |
Instagram MCP Server
Claim
Enables AI agents to control Instagram accounts programmatically, supporting pr…
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| 53280 |
Rod MCP Server
Claim
Browser automation for AI agents via the Model Context Protocol, enabling web n…
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| 53281 |
neo4j-gds
Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
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| 53282 |
webcal-mcp
Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
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| 53283 |
lightfast-mcp
Claim
Production-ready MCP server implementations for creative applications, enabling…
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| 53284 |
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
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| 53285 |
Manages advertisements across multiple platforms including Facebook, Google, an…
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| 53286 |
filesystem-ops
Claim
MCP server for performing filesystem operations, enabling file management and m…
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| 53287 |
mcpypi
Claim
MCP server for comprehensive PyPI package intelligence, providing tools for dep…
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| 53288 |
An MCP server that analyzes local or remote GitHub repositories, providing inte…
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| 53289 |
jama-mcp-server
Claim
Read-only MCP server that allows interaction with a Jama Connect instance via t…
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| 53290 |
SigmaUI DS MCP Server
Claim
Exposes SigmaUI Design System components to AI assistants, providing tools for …
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| 53291 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 53292 |
mcpserber
Claim
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| 53293 |
JCGE Agent Interface
Claim
MCP server for JCGE discovery, modeling guidance, solving, validation, and equa…
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| 53294 |
@businessmaps/mcp
Claim
An MCP bridge server that allows AI tools to call functions and execute code di…
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| 53295 |
ruon-ai
Claim
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| 53296 |
Google Ads MCP Server
Claim
A read-write MCP server for managing Google Ads campaigns, ad groups, keywords,…
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| 53297 |
Opera DevTools MCP
Claim
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
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| 53298 |
gst-mcp
Claim
MCP server for GStreamer introspection and pipeline development. Enables LLMs t…
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| 53299 |
MCP server providing live Wikipedia recent changes feed, page summaries, trendi…
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| 53300 |
Cognitive Core
Claim
Enables AI agents with persistent, multi-layer memory, multi-agent collaboratio…
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