MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 2 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39451 |
RadMail MCP
Claim
An MCP server that provides an email operating system for AI agents, enabling i…
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| 39452 |
NYT Cooking MCP
Claim
Enables AI assistants to search New York Times Cooking recipes, fetch full reci…
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| 39453 |
interactive-choice-mcp
Claim
Enables AI to present options and launch an interactive web or terminal interfa…
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| 39454 |
openfinance
Claim
Connect your financial accounts to view balances, search transactions, and get …
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| 39455 |
long-novel-agent-kit
Claim
Provides local desktop agents with durable project memory and safety gates for …
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| 39456 |
Ansim Dolbom Assistant
Claim
Enables caregivers to log daily care activities and generate draft notification…
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| 39457 |
recruiting-jobs-mcp
Claim
Enables AI agents to pull live job listings from major ATS platforms (Greenhous…
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| 39458 |
Nabo MCP Lite
Claim
A local MCP browser control bridge that enables control of Chrome browser via 1…
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| 39459 |
mergestat-mcp
Claim
Enables SQL queries against git repositories via MergeStat, allowing users to a…
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| 39460 |
magnifica-humanitas-mcp
Claim
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
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| 39461 |
gmail-mcp
Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
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| 39462 |
TENEKS
Claim
Find recorded calls and meetings, read transcripts, and ask questions grounded …
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| 39463 |
Haunt API
Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
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| 39464 |
A local MCP server providing read-only access to documents like Word, PDF, Exce…
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| 39465 |
mcp-chainladder
Claim
Enables to perform actuarial chain-ladder reserving calculations, including IBN…
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| 39466 |
fivetran-mcp
Claim
A hybrid Fivetran MCP server with 23 native tools for common data engineering t…
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| 39467 |
MCP OAuth Sample
Claim
A production-ready MCP OAuth 2.1 server implementation with analytics and secur…
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| 39468 |
diamond
Claim
Enables AI assistants to search and read offline documentation from synced libr…
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| 39469 |
Infoway MCP Server
Claim
Gives AI assistants access to real-time financial data including stock prices, …
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| 39470 |
covidence-mcp
Claim
Enables Claude to screen studies in Covidence by reading the live page and cast…
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| 39471 |
x-mcp-server
Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
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| 39472 |
aidress
Claim
Verify, discover, and rate AI agents before transacting.
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| 39473 |
Oscar
Claim
Enables users to ask questions about Neo4j, Cypher, GraphRAG, and ontology engi…
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| 39474 |
TestivAI
Claim
Local-first visual regression for AI agents: verdicts, diff images, explain_sna…
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| 39475 |
codemesh
Claim
Intelligent server management MCP server that enables agents to write TypeScrip…
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| 39476 |
hephaestus-docker-power
Claim
Provides MCP tools for setting up and managing Hephaestus development environme…
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| 39477 |
toio-mcp
Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
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| 39478 |
Fuul MCP Server
Claim
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
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| 39479 |
tr-eli-mcp
Claim
An MCP server for accessing Turkish legislation (laws, regulations, decrees) vi…
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| 39480 |
bitbucket-mcp
Claim
Enables AI assistants to programmatically manage Bitbucket Cloud resources, inc…
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| 39481 |
AI Council MCP Server
Claim
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
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| 39482 |
google_ads_mcp_lee
Claim
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| 39483 |
LLM rankings from public benchmarks, model comparisons and source-linked result…
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| 39484 |
Question Bank MCP Server
Claim
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
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| 39485 |
Developer Toolbox MCP
Claim
A production-ready MCP server providing file, system, math, and text utilities …
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| 39486 | — | |||||||||
| 39487 |
US company filing obligations, plus a 25-check bookkeeping diagnostic. Sourced,…
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| 39488 |
findagent-mcp
Claim
Marketplace of vetted agents with automated security scans plus human review, c…
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| 39489 |
mobile-mcp
Claim
MCP server for cross-platform mobile automation (iOS/Android) using accessibili…
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| 39490 |
TranslationX MCP Server
Claim
A server that provides translation capabilities using TranslationX API, enablin…
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| 39491 |
arca-mcp
Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
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| 39492 |
magic-api-mcp-server
Claim
Enables AI assistants to interact with Magic-API development environment, suppo…
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| 39493 |
octopilot-mcp
Claim
Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect…
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| 39494 |
mcp-whatsms
Claim
Enterprise-grade WhatSMS integration for Claude AI providing 173 tools for SMS,…
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| 39495 |
mcp-security-audit
Claim
Scans MCP servers, AI agent skills, and plugins for 68+ malicious patterns incl…
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| 39496 |
Huly MCP Server
Claim
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
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| 39497 |
z-cli
Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
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| 39498 |
DashWebMCP
Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
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| 39499 |
patchright-mcp
Claim
Provides browser automation capabilities using Patchright, enabling LLMs to int…
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| 39500 |
Zefix MCP Server
Claim
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
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