MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41201
@buihongduc132
mcp-chrome ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
41202
Nayab-zak
MCP server providing PostgreSQL and Vertica database access with tools for quer…
— ○ ⏳ — N/A N/A — — —
41203
XBP-Europe
A universal mathematics MCP server that gives LLM clients full access to SageMa…
— ○ ⏳ — — — — — —
41204
tjrgus0320
Enables crawling news articles by category (politics, economy, society, etc.) a…
— ○ ⏳ — N/A N/A — — —
41205
famousdrew
A Model Context Protocol server that enables AI assistants like Claude to inter…
— ○ ⏳ — — — — — —
41206
mcpland
gitlab-mcp Claim
A production-ready MCP server for GitLab enabling AI assistants to read and man…
— ○ ⏳ — — — — — —
41207
FunplayAI
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unre…
— ○ ⏳ — N/A N/A — — —
41208
iamjameslennon
A Model Context Protocol server that gives Claude direct access to your D\&D Be…
— ○ ⏳ — N/A N/A — — —
41209
FDiskas
sonic-boom Claim
Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that …
— ○ ⏳ — N/A N/A — — —
41210
pushkar0108
Signvoy Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
— ○ ⏳ — — — — — —
41211
WOOWTECH
A production-ready admin bundle for the n8n-mcp server, featuring a web GUI, to…
— ○ ⏳ — — — — — —
41212
skiddgoddamn
MCP server for Tilda with mass editing capabilities, combining read-only offici…
— ○ ⏳ — N/A N/A — — —
41213
@dankniight
api-football ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
41214
instavm
open-skills Claim
Enables running Claude Skills locally on your Mac with sandboxed execution, sup…
— ○ ⏳ — N/A N/A — — —
41215
theriz78
MCP server that extracts accessibility tree, design tokens, screenshots, Claude…
— ○ ⏳ — N/A N/A — — —
41216
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
— ○ ⏳ — — — — 81 —
41217
ericchen1972
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
— ○ ⏳ — — — — — —
41218
Victor-EU
Telbase Claim
Deploy any web project with one command. AI-native platform with self-healing f…
— ○ ⏳ — N/A N/A — 95 —
41219
valleyboyzz0024-del
Turns web-based AIs into full-powered agents with local PC access, 33 tools acr…
— ○ ⏳ — N/A N/A — — —
41220
CSOAI-ORG
contract-review-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
41221
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
— ○ ⏳ — N/A N/A — 95 —
41222
@nera0875
ssh-mcp ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
41223
arunz3
servicenow Claim
Connects Claude Desktop directly to a ServiceNow instance for incident manageme…
— ○ ⏳ — N/A N/A — — —
41224
NormiHQ
normi Claim
French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
— ○ ⏳ — N/A N/A — 83 —
41225
AaadityaG
Analyzes any codebase to detect project type, languages, frameworks, entry poin…
— ○ ⏳ — N/A N/A — — —
41226
gustavolira
Shared team memory for AI coding agents with Bayesian confidence scoring and te…
— ○ ⏳ — N/A N/A — — —
41227
visionki
A black-box desktop automation MCP server that handles screenshots, coordinates…
— ○ ⏳ — N/A N/A — — —
41228
Thangterter-Pipo
Enables AI agents to manage a Facebook Fanpage via the official Graph API, supp…
— ○ ⏳ — — — — — —
41229
genoooool
Enables AI image generation via multiple providers (Yunwu, Gemini) with customi…
— ○ ⏳ — N/A N/A — — —
41230
cuber-it
A full-featured MCP server for local development with filesystem, shell, editor…
— ○ ⏳ — N/A N/A — — —
41231
yonro
XMemo Claim
XMemo is a secure, user-owned memory substrate and context engine for AI agents…
— ○ ⏳ — — — — — —
41232
huntbuilds
Actionable financial intelligence for AI agents via the Model Context Protocol.
— ○ ⏳ — — — — — —
41233
karakushan
Custom MCP server for Binance Futures, providing market data, trading, and quan…
— ○ ⏳ — — — — — —
41234
figuard
figuard-mcp Claim
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, aud…
— ○ ⏳ — N/A N/A — — —
41235
anuragagrawal0430
An open-source MCP server that lets AI assistants read, create, search, and man…
— ○ ⏳ — — — — — —
41236
XxYouDeaDPunKxX
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
— ○ ⏳ — N/A N/A — — —
41237
ThePhilosopha
bureau-mcp Claim
A personal MCP connection aggregator that routes tool calls from a single endpo…
— ○ ⏳ — — — — — —
41238
YawLabs
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
— ○ ⏳ — N/A N/A — — —
41239 — ○ ⏳ — N/A N/A — 95 —
41240
PaloAltoNetworks
Security-enhanced MCP Relay/Proxy server providing real-time AI threat protecti…
— ○ ⏳ — — — — — —
41241
lapaduga
MCP server with a web interface for viewing and calling tools via REST API, ena…
— ○ ⏳ — — — — — —
41242
QueryQuarry
queryquarry Claim
Double-blind talent marketplace: AIs search anonymous opted-in candidates; reve…
— ○ ⏳ — — — — — —
41243
pipeworx-io
Aviationstack MCP — global flight + airport + airline data
— ○ ⏳ — — — — — —
41244
wynandw87
ElevenLabs Claim
MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
— ○ ⏳ — N/A N/A — — —
41245
leonluo2008-ops
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
— ○ ⏳ — — — — — —
41246
andyreagan
org-mcp Claim
A Python-based MCP server that provides access to local Org mode files, enablin…
— ○ ⏳ — N/A N/A — — —
41247
Nimbleway
Enables AI assistants to interact with the Nimble REST API, allowing them to ex…
— ○ ⏳ — — — — — —
41248
kestiny18
A project-aware, read-only Nacos MCP server for Spring Cloud repositories.
— ○ ⏳ — N/A N/A — — —
41249
EHrekov
Enables conversational product search and validation for e-commerce catalogs, w…
— ○ ⏳ — — — — — —
41250
HarperZ9
Local-first MCP tools for AI-assisted work receipts, workspace maps, routing le…
— ○ ⏳ — N/A N/A — — —
Showing 41201–41250 of 69365 servers
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