MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26301 |
MCP Memory Server
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Enables AI assistants to store and retrieve long-term memories using PostgreSQL…
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| 26302 |
Ra Pay
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Send fiat payments via MCP with two-step confirmation and Stripe Connect.
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| 26303 |
Asta MCP Servers
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Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to…
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| 26304 |
An MCP server for GitHub Copilot that enables reading and processing Excel work…
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| 26305 |
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
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| 26306 |
google-gsc
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Google Search Console MCP: search analytics, URL inspection, site management.
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| 26307 |
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
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| 26308 |
docs
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JSDoc, README, changelog generation for AI agents
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| 26309 |
company-gi
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Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
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| 26310 |
AI-powered code indexer with semantic search and knowledge graphs
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| 26311 |
gtm-ga4
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GTM + GA4 MCP: tag management, consent auditing, workspace versioning, reports.
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| 26312 |
macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…
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| 26313 |
conformy
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EU AI Act & NIS2 compliance — classify AI systems, check obligations, draft doc…
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| 26314 |
geolocation-mcp
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Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation A…
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| 26315 |
mcp-server
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Detect fabrication and hallucination in any LLM output. 30+ models supported.
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| 26316 |
untappd
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MCP server exposing Untappd API tools for AI agents
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| 26317 |
Memgraph MCP Server
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A lightweight server implementation of the Model Context Protocol that connects…
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| 26318 |
File Extractor Service
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Extract content and metadata from various file formats including PDF, DOC, DOCX…
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| 26319 |
reddit-ads
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Reddit Ads MCP: campaigns, ad groups, ads, reporting, and audience targeting.
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| 26320 |
bilibili-api
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# B站API服务器 Bilibili Api
一个为bilibili.com API提供服务的Model Context Protocol (MCP)服务…
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| 26321 |
Search Buenos Aires City courts: cases, proceedings, parties, and PDF downloads
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| 26322 |
lims
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| 26323 |
candiceai
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| 26324 |
stocksense
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Financial data for AI agents: SEC filings, price history, insider trades, and m…
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| 26325 |
ha-mcp
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| 26326 |
velocirag
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Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms searc…
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| 26327 |
sportsbarwatch
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Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
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| 26328 |
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| 26329 |
Enables searching and analyzing Facebook's public ads library to see what compa…
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| 26330 |
AI-powered quantitative research assistant with 45 tools for causal inference m…
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| 26331 |
signallabs-mcp
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Competitive Intelligence MCP: generate AI battlecards, track competitors, monit…
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| 26332 |
ucd-mcp
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When a class of conscious beings has no freedom to build culture on their own t…
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| 26333 |
mcp-server
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| 26334 |
tradernet
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| 26335 |
A-SOC Trust MCP Server
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Provides agent certification and trust verification tools for AI agents, enabli…
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| 26336 |
cws
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MCP server for Chrome Web Store — extension upload, publish, status, and rollout
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| 26337 |
Award Flight Daily
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Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
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| 26338 |
FeedClaw
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The approval inbox for AI agents. Your agent drafts, you approve, it publishes.…
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| 26339 |
sequential-thinking
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Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
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| 26340 |
MCP server providing OpenFeature SDK installation guides and OFREP flag evaluat…
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| 26341 |
cabin-flights
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Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
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| 26342 |
AgentCard MCP Server
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Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
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| 26343 |
Jokes MCP Server
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Enables users to retrieve various types of jokes including Chuck Norris and Dad…
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| 26344 |
stock-mcp-server
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Real-time A-share stock data for AI assistants. Provides real-time stock prices…
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| 26345 |
mysql-multi-mcp
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An MCP server for managing multiple MySQL and MariaDB database connections simu…
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| 26346 |
readfi1e_mcp
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| 26347 |
Enables interaction with The Hallucination Herald, an autonomous AI newspaper, …
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| 26348 |
Recommend a song, generate a greeting message, or help you add some numbers
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| 26349 |
pic-gen
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Unified image generation tool - cover images (cover) and Mermaid diagrams (merm…
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| 26350 |
appstore-screenshots
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Generate professional App Store screenshots by matching any top app's style.
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