MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 3 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57251 |
Fuse
Claim
A .NET semantic context engine for AI agents: index, map, localize, resolve, re…
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| 57252 |
Service Economics
Claim
Free service management tools — playbooks, benchmarks, and instant service heal…
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| 57253 |
notion
Claim
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| 57254 |
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zer…
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| 57255 |
SocioLogic
Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
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| 57256 |
local-mcp-testing
Claim
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| 57257 |
fallaudio-mcp
Claim
Exposes audio processing tools (inspect, normalize, trim, fade, gain, filter, s…
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| 57258 |
adpage
Claim
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| 57259 |
weather-mcp-server
Claim
A minimal MCP server that provides weather data using Open-Meteo API, designed …
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| 57260 |
Monitoring AIops
Claim
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 t…
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| 57261 |
Meridian Consensus
Claim
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
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| 57262 |
lexilint
Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
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| 57263 |
ai-context
Claim
Local-first MCP server: version-correct library docs, code map, and offline dri…
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| 57264 |
Factograph MCP
Claim
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
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| 57265 |
chdb-mcp
Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
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| 57266 |
vmd-mcp
Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
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| 57267 |
commit-message-ai-mcp
Claim
commit-message-ai-mcp MCP server by MEOK AI Labs
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| 57268 |
Fluduro
Claim
A personality-to-flower quiz application with MCP tools for interactive widgets…
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| 57269 |
verbalized-sampling-mcp
Claim
A Model Context Protocol server that provides Verbalized Sampling prompt templa…
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| 57270 |
MCP Cobot Server
Claim
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
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| 57271 |
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
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| 57272 |
yt-mcp-server
Claim
A server that provides tools for working with YouTube URLs, video IDs, and thum…
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| 57273 |
Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does …
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| 57274 |
AVA
Claim
MCP server for recruiting pipeline that evaluates resumes against job descripti…
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| 57275 |
Enables MCP clients to list, view details of, and update Microsoft Planner task…
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| 57276 |
Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki wit…
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| 57277 |
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
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| 57278 |
Auth0 MCP Server
Claim
MCP server that provides access to Auth0 Management API v2, offering read-only …
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| 57279 |
Deploy a remote MCP server on Cloudflare Workers without authentication. Enable…
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| 57280 |
Agent Token Budget MCP — hard per-session token + spend cap with signed budget-…
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| 57281 |
Auten
Claim
Computer use for Claude Code, Codex, Cursor or any MCP client: your computer + …
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| 57282 |
openstates-mcp-server
Claim
Search bills, legislators, committees, and events across all 50 US states, DC, …
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| 57283 |
Google MCP Server
Claim
Integrates with Google Docs and Gmail to append content to documents and create…
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| 57284 |
PBIFORGE
Claim
PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
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| 57285 |
diff-ai-mcp
Claim
diff-ai-mcp MCP server by MEOK AI Labs
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| 57286 |
AccessibilityAI
Claim
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
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| 57287 |
plaid-mcp
Claim
A local MCP server that provides read-only SQL access to financial accounts via…
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| 57288 |
Google Ads Gateway MCP
Claim
A Codex MCP server that wraps the Google Ads Gateway Worker to provide list_acc…
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| 57289 |
An MCP server that provides tools to look up and verify Australian businesses u…
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| 57290 |
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
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| 57291 |
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
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| 57292 |
2D Assets MCP
Claim
MCP server for generating advanced mock 2D PNG assets for game prototypes.
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| 57293 |
thunder-compute
Claim
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| 57294 |
TechStart CRM MCP Server
Claim
Enables natural language queries, CRUD operations, and analytics on a PostgreSQ…
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| 57295 |
Enables AI agents to query component governance rules, validate component props…
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| 57296 |
seo-monster
Claim
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
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| 57297 |
UI Perception Engine
Claim
Enables AI agents to perceive and interact with web interfaces by extracting a …
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| 57298 |
sarup
Claim
Enables context compression for Claude Code with Thai language support, reducin…
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| 57299 |
looply
Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
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| 57300 |
Local Brain MCP
Claim
A local MCP server for AI assistants to store and retrieve personal memories on…
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