MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49801 |
AdmitBase Admissions
Claim
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
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| 49802 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
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| 49803 |
mcp-server-coordinate
Claim
Extracts structured commitments (who promised what, by when, under conditions) …
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| 49804 |
MCP Generate Unit Testing Server
An intelligent Model Context Protocol (MCP) s…
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| 49805 |
front-asset-intel-mcp
Claim
Exposes precomputed asset research and rubric summaries for analyst agents, ena…
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| 49806 |
may-day
Claim
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| 49807 |
cascade-cms-mcp-server
Claim
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
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| 49808 |
Indian macro-event and sector impact intelligence for MCP workflows.
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| 49809 |
arbitova
Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
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| 49810 |
hgefge
Claim
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| 49811 |
jazzcash-mcp
Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
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| 49812 |
computer-use-linux
Claim
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
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| 49813 |
Enables interaction with Futurama quotes through Claude Desktop by connecting t…
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| 49814 |
Global Internet intelligence. Access traffic insights, trends, URL scans, and n…
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| 49815 |
hackbrowser-mcp
Claim
Enables AI agents to perform security testing on web applications by controllin…
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| 49816 |
Weather MCP Server
Claim
A sample MCP server that provides weather alerts and forecasts using the Nation…
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| 49817 |
parsely-mcp
Claim
MCP server that enables AI assistants to query Parse.ly analytics for top posts…
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| 49818 |
FinanceMCP-Alpha
Claim
Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market da…
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| 49819 |
web3-docs
Claim
Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and can…
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| 49820 |
sostenuto
Claim
Provides a selective persistent memory layer for AI companions, enabling struct…
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| 49821 |
Weather MCP Server
Claim
Retrieves current weather information for any location using the OpenWeatherMap…
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| 49822 |
MCP AI Chat Server
Claim
A Laravel-based AI-powered chat interface for business management operations, e…
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| 49823 |
aria-mcp-tvguide-dk
Claim
MCP server that provides Danish TV guide data, enabling AI assistants to answer…
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| 49824 |
ISM MCP Server
Claim
Serves the Australian Cyber Security Centre Information Security Manual (ISM) v…
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| 49825 |
Playwright MCP
Claim
A server that enables LLMs to interact with web pages through structured access…
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| 49826 |
Enables querying U.S. legislative data from Congress.gov API using MCP resource…
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| 49827 |
Enables comprehensive management of DuploCloud infrastructure, including tenant…
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| 49828 |
JinaAI MCP Server
Claim
Enables LLMs to read and extract clean, markdown-formatted content from any web…
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| 49829 |
TaskMan of London
Claim
TaskMan of London lets AI agents help users find, price, and book real home ser…
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| 49830 |
Provide MCP service for Bitly Exchange Traders. Bitly Exchange is an Fully-Onch…
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| 49831 |
mcp-hasolidit
Claim
MCP server that enables AI tools to search, read threads, and retrieve latest p…
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| 49832 |
server-curl
Claim
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| 49833 |
NYC Friend
Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
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| 49834 |
nirvana-mcp
Claim
MCP server that exposes NirvanaHQ (GTD task manager) to Claude Code, enabling t…
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| 49835 |
SignalK MCP Server
Claim
Enables AI agents to access SignalK marine data with 90-96% token reduction by …
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| 49836 |
MCPGen
Claim
Generates safe-by-default MCP servers from OpenAPI specs, exposing only low-ris…
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| 49837 |
sports-mcp-server
Claim
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, …
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| 49838 |
Pinecone MCP Server
Claim
Enables AI assistants to perform semantic search, manage vectors, and interact …
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| 49839 |
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
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| 49840 |
xhs-mcp-light
Claim
A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…
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| 49841 |
Deploy a remote MCP server on Cloudflare Workers without authentication, with c…
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| 49842 |
color-engine-mcp
Claim
Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut …
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| 49843 |
MCP server for managing Google Sheets via 23 tools, enabling read/write, format…
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| 49844 |
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
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| 49845 |
MCPSentry
Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
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| 49846 |
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| 49847 |
Hive Wallet
Claim
HiveWallet MCP Server
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| 49848 |
DataMerge
Claim
Enhances business intelligence by enriching company and contact data using doma…
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| 49849 |
Google Scholar
Claim
Search Google Scholar for academic papers, citations, and author profiles.
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| 49850 |
verity
Claim
Real-time fact-checking MCP. Verifies claims against live sources with structur…
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