MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53551 |
Automated MCP server for the Insider Design System. Enables AI assistants to di…
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| 53552 |
mcp-react-frontend
Claim
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
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| 53553 |
notify-mcp
Claim
Enables AI to send push notifications to your phone via a configurable gateway.…
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| 53554 |
agda-mcp-server
Claim
Enables interactive Agda proof development via MCP, allowing clients to persist…
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| 53555 |
Get XBRL data from US public companies and utilities by searching on facts, rep…
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| 53556 |
payroll-normalizer-mcp
Claim
Enables AI tools to normalize messy payroll spreadsheets (xlsx/xls/csv) into a …
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| 53557 |
Brex MCP Server
Claim
Enables AI agents to interact with the Brex financial platform, allowing access…
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| 53558 |
SIEX
Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
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| 53559 |
mrholmes
Claim
Enables users to execute OSINT tasks from 88 catalogued repositories through sa…
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| 53560 |
mcp-mt5
Claim
Model Context Protocol server for the MetaTrader 4/5 build pipeline, enabling L…
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| 53561 |
websets-mcp-server
Claim
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| 53562 |
PKI Studio MCP
Claim
A local MCP server for AI-assisted PKI and ASN.1 workflows, providing tools for…
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| 53563 |
Enables semantic search across the Arke Institute's extensive archive of NARA r…
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| 53564 |
jmeter-mcp
Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
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| 53565 |
IzmirMCP
Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
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| 53566 |
mcp-www
Claim
Enables MCP server discovery via DNS TXT records, allowing agents to find, brow…
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| 53567 |
TempMail OTP MCP Server
Claim
Enables AI agents to generate temporary email addresses, receive emails, and au…
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| 53568 |
MCP server for headless browser automation via Puppeteer, with stealth anti-det…
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| 53569 |
MCP Debat
Claim
Orchestrates sequential debates between multiple AI models across four phases (…
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| 53570 |
IMDb MCP Server
Claim
Enables searching, discovering, and playing movies from IMDb via a Model Contex…
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| 53571 |
Highway MCP
Claim
Enables any MCP host to drive durable, always-on agents that run server-side on…
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| 53572 |
symbolic_math_mcp
Claim
A standalone FastMCP server that validates symbolic math proof files in YAML fo…
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| 53573 |
fyipedia-mcp
Claim
Unified MCP server providing AI assistants with 53 tools from 10 developer tool…
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| 53574 |
Outlook MCP
Claim
Enables AI agents to manage Microsoft Outlook emails through the Microsoft Grap…
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| 53575 |
Playwright selector risk checks with healing suggestions and receipts.
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| 53576 |
rights-mcp
Claim
Enables AI agents to search, license, and pay for rights-clean music per use, r…
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| 53577 |
FullMention
Claim
A secure, high-performance MCP server that gives AI models and agents (like Cur…
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| 53578 |
Data processing tools: CSV, cleaning, stats, image, report, save, shell
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| 53579 |
AI Impact MCP
Claim
Estimates the environmental footprint of your AI use — energy (kWh), miles driv…
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| 53580 |
Spectre
Claim
Enables AI agents to search, read user profiles, timelines, media, follow threa…
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| 53581 |
Houdini MCP Server
Claim
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
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| 53582 |
mcpcodeserver
Claim
Proxy MCP server that translates tool calls into TypeScript code generation, en…
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| 53583 |
DuckDB MCP Server
Claim
A local MCP server enabling AI assistants to query and analyze data via DuckDB …
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| 53584 |
vyos-mcp
Claim
Enables managing VyOS appliances through their HTTP API, providing tools for co…
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| 53585 |
Vala-Fi MCP Server
Claim
A Bloomberg Terminal you can talk to. Query company relationships — suppliers, …
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| 53586 |
magicweave-fastmcp
Claim
Author, validate, simulate, and one-click-build game economies on the Magicweav…
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| 53587 |
colab-mcp
Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
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| 53588 |
Attio CRM
Claim
Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipe…
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| 53589 |
Evaluates employment status exemption for corporate directors, family workers, …
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| 53590 |
Vision MCP Server
Claim
Enables AI agents to analyze images, extract text, compare images, and analyze …
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| 53591 |
A Model Context Protocol server that searches educational articles from todamat…
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| 53592 |
A Model Context Protocol server that provides AI-grounded Bing search capabilit…
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| 53593 |
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
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| 53594 |
An MCP server for interacting with an HR database, enabling querying employee d…
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| 53595 |
posthog-mcp
Claim
Enables AI agents to query PostHog analytics data directly via tool calls, incl…
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| 53596 |
agent-reach-tech
Claim
MCP server providing 9 tools for coding agents to search technology, developmen…
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| 53597 |
Credential Vault MCP
Claim
Enables secure credential storage for AI agents by encrypting secrets and provi…
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| 53598 |
Smart File Manager MCP
Claim
An AI-powered file management system that integrates with Claude Desktop to pro…
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| 53599 |
kicad-mcp
Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
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| 53600 |
congress-whales
Claim
Connects Claude to live U.S. Congress stock trades and institutional 13F holdin…
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