MCP Server Quality Scores
Independent quality analysis of 41668 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41401 |
mcp-sec-edgar
Claim
Institutional-grade SEC financial data for AI agents — in one line of config. …
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| 41402 |
Generate images from text using advanced AI models. Learn more about jigsawstac…
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| 41403 |
Aviation Weather
Claim
Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info
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| 41404 |
VSCode-Perplexity-MCP
Claim
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard,…
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| 41405 |
test
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| 41406 |
Databricks MCP Server
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Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 41407 |
MCP MySQL Server
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Enables read-only MySQL database connectivity, allowing execution of SELECT que…
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| 41408 |
agent-identity-trust-mcp
Claim
agent-identity-trust-mcp MCP server by MEOK AI Labs
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| 41409 |
weather
Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
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| 41410 |
compression-ai-mcp
Claim
compression-ai-mcp MCP server by MEOK AI Labs
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| 41411 |
gemini-mcp-local
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| 41412 |
EU261 flight delay compensation: check eligibility, compute EV, track fares. 6 …
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| 41413 |
Ship software securely with an AI AppSec Agent
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| 41414 |
epwforge-mcp
Claim
EPW/DDY weather files - TMY/AMY/CMIP6 morphing, UHI, events, smoke. 3 of 4 tool…
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| 41415 | — | |||||||||
| 41416 |
Get on Board
Claim
Recruiter-scoped search across Latin America's largest tech talent pool. OAuth-…
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| 41417 |
Control Google Home and Amazon Alexa speakers from Claude Desktop using natural…
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| 41418 |
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| 41419 |
UISP API MCP Server
Claim
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
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| 41420 |
MKP MCP Server
Claim
Enables AI systems like Claude to activate advanced reasoning patterns, domain …
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| 41421 |
subconscious-mcp
Claim
Local-first semantic memory layer for MCP agents. Recall, remember, forget, sta…
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| 41422 |
jobber-mcp
Claim
Customer-hosted, read-only MCP server for Jobber operations queries: owner acti…
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| 41423 |
Lumen Resto MCP
Claim
Enables restaurant reservation management and schedule checking through Supabas…
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| 41424 |
bounceprotect
Claim
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
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| 41425 |
mcp-listen
Claim
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
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| 41426 |
data-science-ai-mcp
Claim
data-science-ai-mcp MCP server by MEOK AI Labs
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| 41427 |
Let your AI assistant create professional Office documents — PowerPoint, Word, …
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| 41428 |
StackSherpa
Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
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| 41429 |
sfluv-mcp
Claim
MCP server for SFLUV that exposes workflows, votes, and wallet data to AI agent…
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| 41430 |
cortex-plugin
Claim
Persistent, self-evolving memory plugin for Claude Code. Background miner extra…
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| 41431 |
Code Expert MCP Server
Claim
Analyzes codebases from local directories, GitHub, and Azure DevOps, providing …
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| 41432 |
Enables querying Google Search Console and Google Analytics 4 data to retrieve …
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| 41433 |
Blindspot MCP
Claim
Blindspot is a local, general-purpose context engine for AI coding agents. It h…
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| 41434 |
A basic Python implementation of a Model Context Protocol server for educationa…
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| 41435 |
Jenkins MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI tools like chatbots to in…
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| 41436 |
mcp-server-wayback
Claim
MCP server for the Internet Archive's Wayback Machine. Search archived snapshot…
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| 41437 |
Agent Room
Claim
A multi-agent collaboration layer for AI coding agents enabling real-time commu…
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| 41438 |
MCP server for Endless, an all-in-one platform to collaborate, transform, and c…
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| 41439 |
vue-mcp-next
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Enables real-time debugging and state manipulation of Vue.js applications throu…
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| 41440 |
Notion MCP Server
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Enables interaction with Notion workspaces through the Notion API with health m…
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| 41441 |
ProtonMail MCP Server
Claim
Enables AI agents to send, read, search, and organize emails via ProtonMail usi…
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| 41442 |
PostcardAI MCP Server
Claim
Enables AI assistants to create, design, and send physical postcards directly t…
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| 41443 |
Enables image processing tasks such as resizing, compressing, converting format…
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| 41444 |
sign-cli
Claim
Agent-first e-signature MCP server with offline PAdES signing and hash-chained …
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| 41445 |
mistaike-ai
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| 41446 |
skim-mcp-server
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| 41447 |
mcpvault
Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
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| 41448 |
comp-web-scraper
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| 41449 |
SmartLead MCP Server
Claim
Enables cold email marketing automation with campaign management, lead tracking…
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| 41450 |
mcp-signal
Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
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