MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33101 |
Filesystem MCP
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A FastMCP server providing comprehensive file system, Docker, and Git operation…
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| 33102 |
ats
Claim
Which ATS does a company use? Portal-verified answers for 743 employers + resum…
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| 33103 |
mcp-roadmapsh
Claim
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
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| 33104 |
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
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| 33105 |
onebusaway-mcp-server
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Real-time transit stops, routes, arrivals, vehicle positions, and schedules via…
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| 33106 |
pgx-mcp
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Enables real-time pharmacogenomics analysis, including variant clinical signifi…
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| 33107 |
ardhi-mcp
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MCP server for Kenya land administration — title search, land rates, subdivisio…
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| 33108 |
walletconnect-mcp
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Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transact…
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| 33109 |
PAIDEIA MCP
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Enables using PAIDEIA's local course management and action tools with Alt's loc…
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| 33110 |
Meraki MCP Server
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Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
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| 33111 |
Analyze customer reviews: sentiment, emotion, topics, themes, digests, and draf…
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| 33112 |
Enables semantic search over VTT transcript files using AI-powered structured s…
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| 33113 |
Notebook MCP Server
Claim
Enables to create notebooks and notes with tags, and perform full-text search a…
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| 33114 |
OpenTrading
Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
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| 33115 |
Pylon MCP Server
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Enables interaction with the Pylon API for managing accounts, issues, messages,…
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| 33116 |
hhhtest
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| 33117 |
secu
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| 33118 |
unitrends-mcp
Claim
MCP server for Unitrends Backup — appliances, jobs, recovery points, replicatio…
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| 33119 |
mcp-canada
Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
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| 33120 |
Kitchen MCP Server
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A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API…
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| 33121 |
Bitrix24 MCP Server
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Enables AI agents to interact with Bitrix24 CRM through standardized MCP tools,…
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| 33122 |
ATProto MCP Server
Claim
An MCP server for interacting with the AT Protocol (ATProto) ecosystem, includi…
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| 33123 |
A Model Context Protocol (MCP) server that enables AI models to timestamp files…
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| 33124 |
afpnews-mcp-server
Claim
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
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| 33125 |
CSPR Sentinel
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An MCP server for autonomous AI agents to discover, pay for, and rate paid APIs…
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| 33126 |
gta_mcp
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Enables GTA Online money making with live tools for weekly bonuses, business tr…
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| 33127 |
GitLab MCP Server
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Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 33128 |
lynx-mcp
Claim
A 100% local MCP server for semantic and lexical search over your code, library…
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| 33129 |
mcp-elevenreader
Claim
MCP server for ElevenReader TTS service. Enables document management, URL/ebook…
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| 33130 |
Facebook Ads Library MCP
Claim
A powerful MCP server for Facebook Ads Library that provides 15+ tools for comp…
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| 33131 |
ebp-directory
Claim
MCP server for querying a cross-referenced directory of evidence-based therapie…
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| 33132 |
cli
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| 33133 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 33134 |
Aizex MCP
Claim
Controls Aizex shared ChatGPT/Claude account pool via Playwright browser automa…
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| 33135 |
Daemoon
Claim
Enables AI coding agents to access and manage multiple dev infrastructure provi…
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| 33136 |
spectral
Claim
MCP server for website reconnaissance. Gives Claude the ability to fingerprint …
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| 33137 |
twitterapi-io-mcp-server
Claim
Official MCP server for twitterapi.io — Twitter/X data (tweets, users, follower…
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| 33138 |
Oktyv
Claim
An MCP server that enables AI agents to execute real-world actions through 10 s…
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| 33139 |
Automates the full setup and deployment of Ballerina + Apache ActiveMQ integrat…
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| 33140 |
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
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| 33141 |
A template for deploying Model Context Protocol servers on Cloudflare Workers w…
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| 33142 |
Obsidian RAG MCP Server
Claim
Enables semantic search and content retrieval from local Obsidian vaults throug…
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| 33143 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 33144 |
pronote-mcp
Claim
A local MCP server that exposes Pronote (French school management system) data …
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| 33145 |
calculator-2mcp
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| 33146 |
Scripting Docs MCP
Claim
Provides semantic search over ScriptingApp documentation by converting Markdown…
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| 33147 |
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
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| 33148 |
schrodinger-mcp
Claim
Enables AI assistants to execute computational chemistry and drug discovery wor…
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| 33149 |
Gemini MCP
Claim
Connects Claude.ai with Google's Gemini API to generate images and videos using…
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| 33150 |
renoise-mcp
Claim
MCP server for controlling Renoise via OSC. Lets Claude compose music by writin…
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