MCP Server Quality Scores
Independent quality analysis of 41157 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40951 |
weather
Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
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| 40952 |
compression-ai-mcp
Claim
compression-ai-mcp MCP server by MEOK AI Labs
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| 40953 |
IPMentor
Claim
Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
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| 40954 |
EU261 flight delay compensation: check eligibility, compute EV, track fares. 6 …
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| 40955 | — | |||||||||
| 40956 |
PDFDashboardWithMCP
Claim
Enables MCP clients to list indexed PDF document collections and perform semant…
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| 40957 |
GeneXus MCP Server
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Lets AI agents read, edit, analyze, and refactor objects inside a GeneXus 18 Kn…
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| 40958 |
Docker MCP Server
Claim
Enables LLMs to safely execute code in isolated Docker containers with resource…
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| 40959 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
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| 40960 |
Code Assistant
Claim
Gemini-powered MCP server for code analysis.
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| 40961 |
UISP API MCP Server
Claim
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
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| 40962 |
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| 40963 |
PostEx MCP Server
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Provides tools to interact with the PostEx Merchant API for order creation, tra…
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| 40964 |
billforward-mcp
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Enables LLMs to interact with Billforward's billing and subscription management…
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| 40965 |
jobber-mcp
Claim
Customer-hosted, read-only MCP server for Jobber operations queries: owner acti…
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| 40966 |
Lumen Resto MCP
Claim
Enables restaurant reservation management and schedule checking through Supabas…
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| 40967 |
subconscious-mcp
Claim
Local-first semantic memory layer for MCP agents. Recall, remember, forget, sta…
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| 40968 |
Provides structured tools for risk classification, SBAR generation, completenes…
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| 40969 |
Simple Python MCP Server
Claim
A simple MCP server implementation in Python using FastMCP and FastAPI, providi…
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| 40970 |
Gmail MCP Server
Claim
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
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| 40971 |
data-science-ai-mcp
Claim
data-science-ai-mcp MCP server by MEOK AI Labs
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| 40972 |
FoldRun MCP Server
Claim
A mock MCP server that exposes protein structure prediction tools (submit, stat…
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| 40973 |
Enables querying Google Search Console and Google Analytics 4 data to retrieve …
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| 40974 |
Code Expert MCP Server
Claim
Analyzes codebases from local directories, GitHub, and Azure DevOps, providing …
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| 40975 |
sfluv-mcp
Claim
MCP server for SFLUV that exposes workflows, votes, and wallet data to AI agent…
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| 40976 |
StackSherpa
Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
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| 40977 |
A basic Python implementation of a Model Context Protocol server for educationa…
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| 40978 |
HasData MCP Server
Claim
Direct access to 40+ scraping and search tools. Extract structured data from Go…
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| 40979 |
mcp-server-wayback
Claim
MCP server for the Internet Archive's Wayback Machine. Search archived snapshot…
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| 40980 |
telldone
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| 40981 |
Hevy MCP
Claim
MCP server for the Hevy fitness API — spec-generated schemas, dry-run-safe writ…
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| 40982 |
Notion MCP Server
Claim
Enables interaction with Notion workspaces through the Notion API with health m…
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| 40983 |
vue-mcp-next
Claim
Enables real-time debugging and state manipulation of Vue.js applications throu…
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| 40984 |
test
Claim
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| 40985 |
openclaw-mcp-bridge
Claim
A smart bridge that aggregates multiple MCP servers under a single interface, p…
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| 40986 |
Enables image processing tasks such as resizing, compressing, converting format…
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| 40987 |
PostcardAI MCP Server
Claim
Enables AI assistants to create, design, and send physical postcards directly t…
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| 40988 |
comp-web-scraper
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| 40989 |
mcpvault
Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
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| 40990 |
skim-mcp-server
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| 40991 |
tiny-go-mcp-server
Claim
Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github…
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| 40992 |
claudaborative-editing
Claim
Enables real-time AI editing assistance in the WordPress block editor, allowing…
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| 40993 |
SmartLead MCP Server
Claim
Enables cold email marketing automation with campaign management, lead tracking…
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| 40994 |
bonk-mcp
Claim
Enables interaction with the LetsBonk launchpad on Solana blockchain to launch …
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| 40995 |
Google Hotels Search
Claim
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
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| 40996 |
mcp-signal
Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
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| 40997 |
cerebrochain-mcp-server
Claim
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
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| 40998 |
WinScript
Claim
State-aware Windows automation MCP server for AI agents, enabling app control, …
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| 40999 |
suno-mcp
Claim
Enables AI music generation via Suno AI, allowing users to generate tracks with…
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| 41000 |
Test MCP Server
Claim
Provide a basic MCP server implementation for testing purposes. Enable interact…
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