MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64101
mbcrosiersamuel
Enables interaction with Canvas courses and assignments through natural languag…
64102
CAST-Extend
MCP server exposing CAST Imaging software architecture insights to AI agents
N/A N/A 76
64103
leolilley
Kiwi MCP Claim
A unified MCP server that consolidates directives, Python scripts, and knowledg…
81
64104
Sofias-ai
A lightweight MCP server that enables integration with Microsoft SharePoint, al…
81
64105
groupdocs-merger
MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI ag…
N/A N/A
64106
openhoo
hoocal Claim
An AI-agent-managed calendar service with bidirectional Google Calendar and App…
64107
Jinddddd
websearch Claim
Web search tool using Serper API (primary) with DuckDuckGo fallback on error or…
64108
MustafaKemal0146
An MCP server that analyzes GitHub repositories and automatically generates REA…
N/A N/A
64109
Boris-Song
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
64110
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
64111
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
64112
axel-belfort
Social media profile enrichment API for AI agents. Look up any social handle or…
81
64113
lazymac2x
Cloudflare Workers MCP server: ai-crawler-policy
64114
vasyl-bilous
An MCP server that scans React and Vue projects, extracts component metadata (p…
N/A N/A
64115
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
81
64116
ITtegasai
Tegas AI Claim
AI video production for marketing and social media: script, scenes, voice-over,…
64117
kydlikebtc
Provides comprehensive Binance trading capabilities through Claude Desktop, inc…
64118
nausika-app
Nausika Claim
Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorag…
64119
jacedomotz
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
64120
codeMaestro78
Enables managing and searching markdown notes with semantic search, question an…
N/A N/A
64121
Nunya-design
Search destination wedding venues and vendors worldwide with Aisle. 10 tools fo…
64122
uysalserkan
Enables searching for books using the OpenLibrary API; provides a search_books …
N/A N/A
64123
wegitor
Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…
N/A N/A
64124
Burserk84
Enables AI assistants to deploy and manage static websites on EdgeOne Pages via…
64125
CorporateTravelDC
MCP server exposing CS Executive Services dispatch platform and airplanes.live …
64126
Play-New
Enables querying a comprehensive data lake of Italian civic open data, returnin…
64127
hey-mn8z
ZenRent Claim
**ZenRent MCP** — the UK property management MCP server for landlords. Connect…
81
64128
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
64129
AmyYingTang
A personalized news briefing MCP server that filters information from RSS, Redd…
N/A N/A
64130
UltraStarz
x402-sms Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
N/A N/A
64131
fomosdeimos-gif
MCP server for 0001SENSATIONS: 107-level textual descent, append-only trace log…
64132
@ZhaoDiankui
mariadb-mcp Claim
N/A N/A 95
64133
mifactory-bot
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
N/A N/A 63
64134
CRED-CLUB
aws-cost-mcp Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
64135 N/A N/A 95
64136
Trac-Systems
OpenMayhem Claim
Use OpenMayhem text, embedding and media models with explicit cost controls.
64137
boy-373
MCP server for China Railway 12306 ticket availability: schedules and seats by …
64138
Phicks-debug
Provides tools for searching LinkedIn profiles and extracting names, URLs, and …
N/A N/A
64139
CSOAI-ORG
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
N/A N/A
64140
alikhande70
mt5-mcp Claim
A local-first MCP server that bridges AI coding agents with MetaTrader 5 for in…
N/A N/A
64141
jyswee
remote-mcp Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
64142
aaameobius-crypto
Intent-based permission system with risk scoring, rule engine, and audit trail …
64143
lukhim
Provides Claude with database access capabilities, supporting SQLite, SQL Serve…
64144
Deeptanshuu
mydy-lms Claim
An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
64145
Pawansingh3889
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
N/A N/A 95
64146
jiahuidegit
Enables AI to efficiently analyze and extract structured data from complex docu…
N/A N/A
64147
dbwls99706
deadends.dev Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
N/A N/A 95
64148
pwno-io
An MCP server and CLI that uses Tree-sitter to parse and analyze code.
N/A N/A
64149
ganyu123456
MCP server that enables LLMs to search, play, and manage music from multiple pl…
64150
bookedsolidtech
discord-ops Claim
A Discord MCP server with multi-guild project routing, enabling messaging, mode…
Showing 64101–64150 of 67291 servers