MCP Server Quality Scores
Independent quality analysis of 43552 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36451 |
heygen-mcp
Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
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| 36452 |
atlassian-mcp
Claim
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
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| 36453 |
bravelabs
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| 36454 |
gethumandesign
Claim
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
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| 36455 |
nasa-mcp-server
Claim
Provides access to NASA's open APIs including astronomy imagery, Mars rover pho…
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| 36456 |
joeapi
Claim
Manage construction project data across clients, contacts, proposals, estimates…
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| 36457 |
AutoMCP
Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
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| 36458 |
Refactoring MCP
Claim
Exposes structured prompt generation tools for refactoring protocol and governa…
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| 36459 |
citation-verifier
Claim
Cloudflare Workers MCP server: citation-verifier
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| 36460 |
Provides real-time stock analysis tools including price lookup, comprehensive i…
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| 36461 |
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
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| 36462 |
yfinance-mcp-server
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| 36463 | — | |||||||||
| 36464 |
hwpx-mcp-server
Claim
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
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| 36465 |
AI Agent MCP Server
Claim
Enables ChatGPT agents to store and retrieve reports in MongoDB Atlas, acting a…
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| 36466 |
Hive Passport
Claim
Hive Passport MCP
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| 36467 |
mixpost-mcp-server
Claim
Enables interaction with the Mixpost social media management API through natura…
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| 36468 | — | |||||||||
| 36469 |
Enables Claude to manage user profiles, consents, and context via Apache Unomi …
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| 36470 |
indie-metrics-mcp
Claim
MCP server that gives AI assistants real-time access to Stripe business metrics…
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| 36471 |
A11y Expert MCP
Claim
An accessibility expert MCP server that provides AI coding assistants with real…
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| 36472 |
asdfagwg
Claim
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| 36473 |
Dokploy MCP Server
Claim
A middleware service that allows LLMs and AI assistants to directly interact wi…
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| 36474 |
Famma AI MCP Auth
Claim
Enables developers to build OAuth-protected MCP servers on Cloudflare Workers w…
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| 36475 |
Colab MCP
Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
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| 36476 |
ynab-mcp-server
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| 36477 |
andy-weather-mcp-server
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| 36478 |
license
Claim
Scan dependencies for license compliance — copyleft conflicts, unknown licenses…
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| 36479 |
vistoya
Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
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| 36480 |
postgres-mcp-legacy
Claim
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
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| 36481 |
agent-audit-logger-mcp
Claim
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
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| 36482 |
Enables AI image generation, editing, and upscaling via Google Gemini and Image…
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| 36483 |
LuffySolution55555
Claim
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| 36484 |
qwen
Claim
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| 36485 |
edstem-mcp
Claim
MCP server for Ed Discussion that enables viewing profile, courses, lessons, th…
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| 36486 |
crawlforge-mcp
Claim
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
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| 36487 |
build-vault-mcp-server1
Claim
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| 36488 |
paper-fetch-mcp
Claim
MCP server that turns DOI, URL, or paper titles into structured Markdown full-t…
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| 36489 |
android-device-mcp
Claim
Provides comprehensive Android device management capabilities through ADB, incl…
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| 36490 |
jira-run-mcp
Claim
An MCP server for Jira 8 that enables SSO-authenticated issue management, work …
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| 36491 |
memoraeu
Claim
MemoraEU gives your AI a persistent, encrypted memory — sovereign, zero-knowled…
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| 36492 |
MoltBook
Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
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| 36493 |
StockQuotes MCP
Claim
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
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| 36494 |
mcp-wynncraft
Claim
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
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| 36495 |
IBANforge
Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
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| 36496 |
Puter MCP Server
Claim
Provides AI-powered media generation tools including image, speech, video, OCR,…
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| 36497 |
leafeep-mcp
Claim
A quiz distribution and grading server for educators. Create exams, generate st…
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| 36498 |
MCP Fivetran
Claim
Enables AI assistants to manage Fivetran users and connections, including invit…
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| 36499 |
@cogniahq/mcp
Claim
Enables AI assistants to query end-to-end encrypted memories from Cognia worksp…
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| 36500 |
Signal8 MCP Server
Claim
Provides AI agents with direct access to SEC filing intelligence, company funda…
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