MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 4 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59201 |
aso-audit-mcp
Claim
Free Agent Signal Optimization scanner for website/API agent readiness. Scores …
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| 59202 |
Electron MCP Server
Claim
Enables AI-powered automation, debugging, and observability of Electron applica…
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| 59203 |
zvec-mcp
Claim
Enables AI agents to store, search, and manage a local vector database for RAG …
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| 59204 |
vault-master-mcp
Claim
An MCP server that treats Obsidian vaults as knowledge graphs, enabling AI agen…
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| 59205 |
MCP_Server
Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
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| 59206 |
mirofish-mcp-server
Claim
MCP server that connects AI clients to a local MiroFish instance for document-d…
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| 59207 |
worldbank-mcp-server
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Query 29,500+ World Bank development indicators for 200+ countries across 60+ y…
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| 59208 |
qq-music-mcp
Claim
Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song …
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| 59209 |
Chrome MCP Server
Claim
An extension-based MCP server that enables AI assistants to control your existi…
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| 59210 |
agent-identity-trust-mcp
Claim
agent-identity-trust-mcp MCP server by MEOK AI Labs
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| 59211 |
YouTube MCP Server
Claim
Enables Claude to search YouTube for artists and manage playlists on your YouTu…
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| 59212 |
Google MCP Agent
Claim
Enables interaction with Gmail, Google Drive, and Google Classroom through Fast…
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| 59213 |
KeyStack
Claim
Local dashboard and MCP server that maintains a live project registry and skill…
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| 59214 |
remoet-mcp
Claim
Job search for AI agents. Search tech companies by their real tech stack, star …
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| 59215 |
Pigeon MCP Server
Claim
A kanban board MCP server that enables AI agents to read and write project boar…
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| 59216 |
cron-collision-detector
Claim
Cloudflare Workers MCP server: cron-collision-detector
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| 59217 |
MCP server for parametric 3D modeling in Autodesk Inventor, enabling natural la…
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| 59218 |
kagi-server
Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
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| 59219 |
docdb-mcp
Claim
Resolves patent publication numbers to canonical DOCDB identifiers, providing i…
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| 59220 |
TrailWeights MCP
Claim
Read-only access to TrailWeights' ultralight gear corpus — verified weights, cr…
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| 59221 |
astroway-mcp
Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
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| 59222 |
Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix wh…
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| 59223 |
Hyperscale Product reads and contract operations over MCP.
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| 59224 |
Bitrefill MCP Server
Claim
Enables AI assistants to search for and purchase gift cards, mobile topups, and…
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| 59225 |
Synapse RMCP
Claim
Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe f…
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| 59226 |
Cloudflare MCP
Claim
Portal-safe Cloudflare MCP server that enables agents to make Cloudflare API re…
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| 59227 |
YourMemory
Claim
Persistent memory for AI agents. Memories decay with time and strengthen on rec…
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| 59228 |
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
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| 59229 |
GAM MCP Server
Claim
Enables Google Workspace administration (Directory, Gmail, Drive, Sheets) via M…
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| 59230 |
pronote-mcp
Claim
A local MCP server that exposes Pronote (French school management system) data …
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| 59231 |
openapi-mcp
Claim
Automatically generates MCP server tools from OpenAPI specifications, enabling …
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| 59232 |
MCP Weather Server
Claim
Provides weather forecasts, alerts, and current conditions via the Model Contex…
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| 59233 |
relayos-mcp
Claim
Enables Claude Code to orchestrate AI team tasks by delegating simple work to f…
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| 59234 |
figma-proxy-mcp
Claim
A local MCP server that gives AI agents live access to open Figma files for des…
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| 59235 |
PostgreSQL MCP Server
Claim
A comprehensive MCP server that enables database operations, schema management,…
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| 59236 |
Turns long-form videos into short-form clips (TikTok/Reels) by reasoning over w…
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| 59237 |
tydro-mcp
Claim
MCP server for the Tydro lending protocol on Ink blockchain, enabling AI agents…
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| 59238 |
MCP server for Starbucks — let AI agents search the menu, customize drinks, fin…
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| 59239 |
search-console-mcp
Claim
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 sec…
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| 59240 |
rdap-mcp-server
Claim
Model Context Protocol server to look up domain names and IPs using RDAP.
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| 59241 |
OpenData MCP
Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
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| 59242 |
Relational-readiness and market-permission tools for African and high-context m…
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| 59243 |
@furlpay/travel-mcp
Claim
Enables AI agents to autonomously search, pay, and book travel by integrating T…
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| 59244 |
OSM MCP Analytics Server
Claim
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
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| 59245 |
IRIS MCP Blueprint
Claim
MCP server that enables AI assistants to interact with InterSystems IRIS databa…
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| 59246 |
test
Claim
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| 59247 |
Prior
Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
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| 59248 |
DEX liquidity depth analysis API for AI agents. Analyze Uniswap V3 pool liquidi…
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| 59249 |
mcp-hierarchical-scraper
Claim
Crawl websites recursively to build a hierarchical map of pages. Convert HTML i…
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| 59250 |
EMBL-EBI MCP Server
Claim
Provides access to EMBL-EBI bioinformatics data including InterPro domains, Pfa…
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