MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41201 |
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| 41202 |
mcp-postgres-server
Claim
MCP server providing PostgreSQL and Vertica database access with tools for quer…
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| 41203 |
SageMath MCP Server
Claim
A universal mathematics MCP server that gives LLM clients full access to SageMa…
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| 41204 |
News Crawler MCP Server
Claim
Enables crawling news articles by category (politics, economy, society, etc.) a…
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| 41205 |
Zendesk MCP Server
Claim
A Model Context Protocol server that enables AI assistants like Claude to inter…
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| 41206 |
gitlab-mcp
Claim
A production-ready MCP server for GitLab enabling AI assistants to read and man…
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| 41207 |
Funplay Unreal MCP
Claim
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unre…
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| 41208 |
D&D Beyond MCP Server
Claim
A Model Context Protocol server that gives Claude direct access to your D\&D Be…
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| 41209 |
sonic-boom
Claim
Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that …
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| 41210 |
Signvoy
Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
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| 41211 |
Woow n8n MCP Server
Claim
A production-ready admin bundle for the n8n-mcp server, featuring a web GUI, to…
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| 41212 |
tilda-mcp-cdp
Claim
MCP server for Tilda with mass editing capabilities, combining read-only offici…
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| 41213 |
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| 41214 |
open-skills
Claim
Enables running Claude Skills locally on your Mac with sandboxed execution, sup…
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| 41215 |
custom-browser-mcp
Claim
MCP server that extracts accessibility tree, design tokens, screenshots, Claude…
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| 41216 |
Webpage MCP Server
Claim
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
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| 41217 |
SlimWeb Client MCP
Claim
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
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| 41218 |
Telbase
Claim
Deploy any web project with one command. AI-native platform with self-healing f…
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| 41219 |
MSG - MCP Swarm Gateway
Claim
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
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| 41220 |
contract-review-ai-mcp
Claim
contract-review-ai-mcp MCP server by MEOK AI Labs
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| 41221 |
Salesforce SOQL
Claim
Run SOQL queries against your Salesforce org to retrieve records and insights. …
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| 41222 |
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| 41223 |
servicenow
Claim
Connects Claude Desktop directly to a ServiceNow instance for incident manageme…
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| 41224 |
normi
Claim
French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
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| 41225 |
Analyzes any codebase to detect project type, languages, frameworks, entry poin…
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| 41226 |
team-memory-mcp
Claim
Shared team memory for AI coding agents with Bayesian confidence scoring and te…
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| 41227 |
computer-agent-mcp
Claim
A black-box desktop automation MCP server that handles screenshots, coordinates…
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| 41228 |
PagePilot MCP
Claim
Enables AI agents to manage a Facebook Fanpage via the official Graph API, supp…
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| 41229 |
Enables AI image generation via multiple providers (Yunwu, Gemini) with customi…
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| 41230 |
mcp_shell_tools
Claim
A full-featured MCP server for local development with filesystem, shell, editor…
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| 41231 |
XMemo
Claim
XMemo is a secure, user-owned memory substrate and context engine for AI agents…
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| 41232 |
MCP Financial Tools
Claim
Actionable financial intelligence for AI agents via the Model Context Protocol.
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| 41233 |
kvant-binance-mcp
Claim
Custom MCP server for Binance Futures, providing market data, trading, and quan…
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| 41234 |
figuard-mcp
Claim
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, aud…
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| 41235 |
An open-source MCP server that lets AI assistants read, create, search, and man…
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| 41236 |
ChatGPT Local Agent MCP
Claim
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
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| 41237 |
bureau-mcp
Claim
A personal MCP connection aggregator that routes tool calls from a single endpo…
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| 41238 |
@yawlabs/aws-mcp
Claim
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
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| 41239 |
sqlite-mcp-server6
Claim
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| 41240 |
pan-mcp-relay
Claim
Security-enhanced MCP Relay/Proxy server providing real-time AI threat protecti…
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| 41241 |
MCP Tools Hub
Claim
MCP server with a web interface for viewing and calling tools via REST API, ena…
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| 41242 |
queryquarry
Claim
Double-blind talent marketplace: AIs search anonymous opted-in candidates; reve…
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| 41243 |
Aviationstack
Claim
Aviationstack MCP — global flight + airport + airline data
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| 41244 |
ElevenLabs
Claim
MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
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| 41245 |
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
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| 41246 |
org-mcp
Claim
A Python-based MCP server that provides access to local Org mode files, enablin…
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| 41247 |
nimble-js-mcp
Claim
Enables AI assistants to interact with the Nimble REST API, allowing them to ex…
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| 41248 |
spring-nacos-mcp
Claim
A project-aware, read-only Nacos MCP server for Spring Cloud repositories.
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| 41249 |
ecommerce-catalog-agent
Claim
Enables conversational product search and validation for e-commerce catalogs, w…
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| 41250 |
Project Telos
Claim
Local-first MCP tools for AI-assisted work receipts, workspace maps, routing le…
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