MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42151
anthropics
claude-ai-mcp Claim
Report issues related to MCP integration with Claude here.
N/A N/A
42152
kevindump
mssql-mcp Claim
Exposes any Microsoft SQL Server database to AI agents with multi-database supp…
42153
alexpekach
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
N/A N/A
42154
praveen-radakirouchenane
Exposes news search and top headlines via GNews API, plus simulated email tools…
42155 N/A N/A 95
42156
dbwls99706
deadends.dev Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
N/A N/A 95
42157
LayerCall
LayerCall Claim
Score an IP, email, phone, domain or device for fraud in one call, with the sig…
42158
SolanceLab
Multi-tenant Discord MCP server that lets multiple AI entities share one bot, e…
42159
BinaryVortex
A Model Context Protocol (MCP) server that bridges BMAD agents with GitHub Copi…
N/A N/A
42160
aaameobius-crypto
Intent-based permission system with risk scoring, rule engine, and audit trail …
42161
Deeptanshuu
mydy-lms Claim
An MCP server for interacting with the MyDy (Moodle-based) LMS, enabling attend…
42162
Pawansingh3889
Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…
N/A N/A 95
42163
neongrau
Fyndling Claim
Built for medieval market fans, reenactors, and living-history enthusiasts — an…
42164
jiahuidegit
Enables AI to efficiently analyze and extract structured data from complex docu…
N/A N/A
42165
jyswee
remote-mcp Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
42166
alikhande70
mt5-mcp Claim
A local-first MCP server that bridges AI coding agents with MetaTrader 5 for in…
N/A N/A
42167
stephaniewilkinson
Write whole barbell programmes, not just workouts: weeks, progressions, ramps, …
42168
a6a27shen
a6a27 Claim
N/A N/A 95
42169
inceon
Enables retrieval of pull request metadata and diffs from Bitbucket Cloud and S…
42170
CSOAI-ORG
EU Platform Workers Directive (2024/2831) compliance — employment-status presum…
N/A N/A
42171
marcward
Get XBRL data from US public companies and utilities by searching on facts, rep…
81
42172
muvon
Octofs Claim 1
Standalone MCP filesystem tools server — view, edit, shell, workdir.
N/A N/A 81
42173
lunnynight
MCP server for Ketcher chemical structure editor integration, enabling SMILES/M…
N/A N/A
42174
zekovdev
mcp-pdf-utils Claim 1
An MCP server for local PDF manipulation including merging, splitting, rotating…
N/A N/A 95
42175
groupdocs-merger
MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI ag…
N/A N/A
42176
leolilley
Kiwi MCP Claim
A unified MCP server that consolidates directives, Python scripts, and knowledg…
81
42177
jacobhgruber-dev
Unified scholarly search across 60+ academic sources with citation formatting (…
42178
Sofias-ai
A lightweight MCP server that enables integration with Microsoft SharePoint, al…
81
42179
blockventurechaincapital-crypto
Non-custodial BVCC Agent Wallet on-chain for AI agents: balances, transfers, ap…
N/A N/A
42180
geraservicesuk
Privacy protection: scans, tracker detection, data broker opt-outs.
N/A N/A 95
42181 N/A N/A 95
42182
justinxcguo
Would you make the shortlist? Score a job against your CV: fit, gaps, ATS score…
42183
info-00wt
HemmaBo Claim 1
MCP server for vacation rental direct bookings. Search properties, check availa…
81
42184
CAST-Extend
MCP server exposing CAST Imaging software architecture insights to AI agents
N/A N/A 76
42185
rucister
A local-first MCP server that provides fast access to OpenEMR wiki pages, users…
N/A N/A
42186
yanqiw
An append-only coordination memory for multi-agent and human work, backed by SQ…
N/A N/A
42187
okrapdf
This MCP server enables AI agents to view PDFs as accessible HTML with bounding…
42188
ivyyy0601
rays-mcp Claim
Exposes global market breadth, volume, RSI, volatility, and sentiment for 12 ma…
42189
srwoodsaz
Enables AI assistants to query Oura Ring health data (sleep, readiness, activit…
42190
epik-agent
epik-gh Claim
A GitHub MCP server that wraps the gh CLI to expose GitHub operations like issu…
N/A N/A
42191
attikpo-akrabal-godwin
PR-Reviewer Claim
Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.
42192
CodedVibesX
MCP server that verifies restaurant booking outcomes by reconciling API claims …
N/A N/A
42193
dazeb
Enables searching and retrieving images from Wikipedia Commons with detailed me…
42194
Ayush7614
mcp-wormhole Claim
Open-source MCP servers that connect AI agents to tools like Asana and Vercel v…
42195
AnttiHero
lavern Claim
An agentic law firm. Yours. 67 specialist AI agents that review documents throu…
N/A N/A
42196
zhangwanli09
Enables AI agents to search and retrieve API documentation from an internal Swa…
42197
cyanheads
MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain…
83
42198
belzorash
cleanfetch Claim
Enables AI agents to read web pages reliably, returning clean markdown content,…
N/A N/A
42199
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
N/A N/A 95
42200
MCP-Mirror
Enables execution of SuperCollider synth code through the Model Context Protoco…
N/A N/A 95
Showing 42151–42200 of 67197 servers
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