MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 4 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36051 |
MCP Error Relay
Claim
Relays error logs from other MCP servers when an LLM call fails and the returne…
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| 36052 |
One Person Company OS
Claim
Build and update a visual operating cockpit for AI-native solo founders.
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| 36053 |
web3-docs
Claim
Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and can…
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| 36054 |
BoligWatch MCP Server
Claim
Monitors boligportal.dk for new rental listings in Denmark. Provides tools to s…
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| 36055 |
Knowtis
Claim
Create, search and manage Knowtis collaborative notes from AI assistants.
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| 36056 |
civic-library-mcp
Claim
US civic & property data: geocoding, census tracts, Opportunity Zones, FEMA flo…
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| 36057 |
Houki NTA MCP Server
Claim
Enables retrieval and full-text search of Japanese National Tax Agency document…
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| 36058 |
AutoSpectra MCP Server
Claim
All-in-one automation platform for AI agents, providing browser automation, API…
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| 36059 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
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| 36060 |
x402mcp
Claim
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| 36061 |
govauctions.app
Claim
Live listings, sold prices and resale scores from GovAuctions.app, the public s…
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| 36062 |
looba-mcp
Claim
An MCP server that provides AI assistants read-only access to Looba, a communit…
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| 36063 |
Hello
Claim
Greet people by name and scrape websites for content. Gather page information q…
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| 36064 |
Currency conversion + exchange rates: free convert/rates, paid historical & tre…
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| 36065 |
meok-ai-reflection-mcp
Claim
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
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| 36066 |
Search how-to docs for Merchinary's Shopify Bulk Product Editor and Image Edito…
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| 36067 |
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
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| 36068 |
Witnessed
Claim
Verifiable action receipts for AI agents — agents sign claims locally, an indep…
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| 36069 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
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| 36070 |
Yazio MCP
Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
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| 36071 |
MCP SPARQL Server
Claim
Enables AI assistants to query semantic data via SPARQL endpoints, with support…
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| 36072 |
Yahoo Mail MCP Server
Claim
Enables LLMs to read, search, and send emails through Yahoo Mail using secure O…
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| 36073 |
figmind
Claim
MCP server that connects AI clients to Figma, enabling real-time reading, creat…
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| 36074 |
Enables sending emails, drafting emails, and appending text to Google Docs via …
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| 36075 |
stock-mcp-server
Claim
Provides real-time stock price information and profitability analysis, includin…
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| 36076 |
Signvoy
Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
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| 36077 |
twake-mcp
Claim
Connects AI assistants to Linagora's Twake Workplace, enabling interaction with…
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| 36078 |
fdmnes-mcp
Claim
Enables running FDMNES X-ray spectroscopy simulations via natural language, sup…
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| 36079 |
security-intel-mcp
Claim
CVE lookups (NVD) and dependency-manifest audits (OSV) for AI agents. No API ke…
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| 36080 |
LPSignal
Claim
Uniswap/PancakeSwap/Aerodrome LP pools and price ranges ranked by net APR after…
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| 36081 |
epik-gh
Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
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| 36082 |
Salesforce Query
Claim
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
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| 36083 |
semantic-scholar-mcp
Claim
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
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| 36084 |
ChargerDojo
Claim
OCPI versions, what changed between them, and which modules and journeys Charge…
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| 36085 |
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
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| 36086 |
tkinter-mcp-server
Claim
MCP server for launching, inspecting, and interacting with Tkinter GUI applicat…
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| 36087 |
uipath-anomaly-detector
Claim
Analyzes UiPath Orchestrator logs to detect anomalies and return structured sum…
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| 36088 |
sevdesk-mcp
Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
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| 36089 |
AgentTemp MCP
Claim
Enables AI agents to create temporary email inboxes and wait for OTPs, magic li…
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| 36090 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
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| 36091 |
A free tool recommender plus eight x402 tools for payments, merchants, wallets,…
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| 36092 |
secoda-analysis-mcp
Claim
A read-only MCP server for exploring and analyzing a Secoda data catalog, enabl…
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| 36093 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 36094 |
decisio-mcp-server
Claim
Enables AI assistants to perform structured decision-making using the Analytic …
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| 36095 |
productised
Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
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| 36096 |
On va où ? Routing API
Claim
Address geocoding and bike, scooter, motorcycle, wheelchair and walking routes …
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| 36097 |
ftc-knowledge-server
Claim
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
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| 36098 |
basic-mcp
Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
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| 36099 |
cerase-media MCP
Claim
Provides multimodal understanding tools including OCR, image description, audio…
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| 36100 |
MCP Icon Generator
Claim
Generates app icons with customizable text, colors, and sizes, including comple…
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