MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49451 |
crawl-mcp
Claim
MCP server for web crawling, searching, and AI-powered content extraction, supp…
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| 49452 |
Claude-OS
Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
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| 49453 |
filemaker-odata-mcp
Claim
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
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| 49454 |
mumuai
Claim
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| 49455 |
billionverify-mcp
Claim
Connects AI assistants to BillionVerify email verification via the Model Contex…
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| 49456 |
Open Context
Claim
AI context management for codebases – enables Claude Code to read, search, and …
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| 49457 |
mcp-file-lens
Claim
An MCP server that provides a flexible lens into directory structures and files…
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| 49458 |
agent-knowledge
Claim
Long-term memory for AI agents. Compiles conversations into a structured knowle…
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| 49459 |
An MCP server for managing Google Drive, Docs, Sheets, and Slides with full rea…
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| 49460 |
livedatalink
Claim
182 real-time data tools across 36 domains: sanctions, SEC, courts, finance, cy…
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| 49461 |
mingdao-mcp-server
Claim
MCP server for Mingdao Worksheet API. Enables listing worksheets, querying reco…
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| 49462 |
code-index
Claim
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. S…
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| 49463 |
BrowserMCP Secure
Claim
Security-hardened MCP server that gives AI assistants full control over your re…
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| 49464 |
knowing
Claim
Content-addressed code graph with 22 MCP tools for AI agents.
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| 49465 |
K-Personal MCP
Claim
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
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| 49466 |
Gmail MCP Server
Claim
A Windows-first Python MCP server for Gmail that reads unread emails and create…
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| 49467 |
sap_2000_api_python_mcp4
Claim
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| 49468 |
#docs
Claim
A documentation MCP server, such that you can ask a question like:
- "How do I…
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| 49469 |
Local Explorer MCP
Claim
Enables AI assistants to intelligently search and explore local file systems us…
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| 49470 |
weatherforensics-mcp
Claim
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
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| 49471 |
alpaca-mcp-server
Claim
Enables natural language trading operations for stocks, options, crypto, and po…
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| 49472 |
mcp-atlassian-new
Claim
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| 49473 |
mcp-data-lens
Claim
Enables users to ask questions about their spreadsheets in plain English and re…
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| 49474 |
Code Index
Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
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| 49475 |
zora-mcp-server
Claim
An MCP server that enables AI-driven on-chain interactions with the Zora Protoc…
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| 49476 |
Provides translation and language detection tools to AI agents, processing text…
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| 49477 |
centerpoinconnect
Claim
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| 49478 |
sign-cli
Claim
Agent-first e-signature MCP server with offline PAdES signing and hash-chained …
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| 49479 |
qizhuan
Claim
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| 49480 |
tactus
Claim
Content-agnostic control layer for intimate hardware; forwards Buttplug/Intifac…
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| 49481 |
JigsawStack Translation
Claim
With our real time AI Translation, you can translate any text, & images convers…
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| 49482 |
MCP WooCommerce Server
Claim
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
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| 49483 |
airbnb_search
Claim
An Airbnb search desktop extension that offers advanced filtering features and …
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| 49484 |
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
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| 49485 |
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
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| 49486 |
Security gateway for AI agents: score tool calls, verify agent cards, enforce p…
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| 49487 |
test1
Claim
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| 49488 |
openreview-mcp
Claim
MCP server for searching and retrieving submissions, reviews, meta-reviews, reb…
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| 49489 |
SystemManager
Claim
Provides system-specific metadata through a tool that returns data for a given …
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| 49490 |
LegalMCP
Claim
LegalMCP is a comprehensive US legal MCP server that enables AI assistants to s…
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| 49491 |
mcp-truth-check
Claim
truth is a deterministic fact-checker for the claims an AI coding agent makes a…
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| 49492 |
bricks-mcp
Claim
Comprehensive MCP server for Bricks Builder with 100+ tools to manage pages, te…
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| 49493 |
Haruspex
Claim
MCP server exposing the Haruspex stock-analysis API, headline scores (0-100), s…
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| 49494 |
actions-latest-mcp
Claim
Fetches the latest version numbers for popular GitHub Actions from simonw/actio…
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| 49495 |
wiki
Claim
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| 49496 |
robot-tool-mcp
Claim
Provides an MCP interface to the ROBOT command-line tool for OWL ontology editi…
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| 49497 |
content-repurposer
Claim
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
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| 49498 |
portaljs-mcp-server
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 49499 |
blockchain-ai-mcp
Claim
blockchain-ai-mcp MCP server by MEOK AI Labs
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| 49500 |
BioMCP
Claim
A high-performance MCP server that gives LLMs access to 25 biomedical tools fed…
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