MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35151 N/A N/A 95
35152
SolvoHQ
Through-the-upgrade dependency-migration briefs for LLM coding agents.
N/A N/A
35153
brettvtcrowe
Enables deep analysis of SEC EDGAR filings through universal company search, do…
81
35154
Abidil98
A custom MCP server that provides high-level tools for controlling Shopmium and…
N/A N/A 95
35155
justice8096
MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …
N/A N/A
35156
WingedGuardian
Agent Tools Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
35157
justinmclean
CwikiMCP Claim
Read-only MCP server for the Apache Incubator Confluence wiki, enabling page lo…
35158
hron
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
81
35159 N/A N/A 95
35160
duvomike
Generate time-based one-time passwords for two-factor authentication. Create co…
N/A N/A 95
35161
ParkviewLab
Enables managing research-in-flight as a lab notebook with proposals, experimen…
N/A N/A
35162
Cris-0k
A streamlined foundation for building Model Context Protocol servers in Python,…
81
35163
arturayupov
Provides AI agents with access to a structured compliance dataset covering priv…
35164
tianhuil
MCP server for fetching web content with browser fingerprint camouflage, conver…
35165
HuiDiHu
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
N/A N/A 95
35166
IAMSamuelRodda
Enables comprehensive Gmail management with 17 tools for searching, sending, an…
81
35167
Syncline MCP Server (Go) - Fast, standalone binaries for AI-powered meeting sch…
N/A N/A 69
35168
martin-delivered
This server enables AI to match Figma design nodes with React components from S…
35169
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
35170
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
35171 N/A N/A 95
35172
tembo-io
Tembo Cloud API Claim
Provide a standardized interface for integrating with the Tembo Cloud platform.
N/A N/A 100
35173
lekt9
tiktok-mcp Claim
N/A N/A 95
35174
teamtinvio
Jaz AI Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
35175
bd01010
A ChatGPT custom connector that enables users to access, create, and manage Goo…
81
35176
fvanevski
Enables performing Google searches using the Custom Search Engine API with supp…
35177 N/A N/A 95
35178
devrev
A Model Context Protocol server that enables searching, retrieving, creating, a…
N/A N/A 95
35179
pipeworx-io
Greynoise Claim
GreyNoise Community MCP — internet scanner classification (free tier with key)
35180
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
N/A N/A 95
35181
NeuralNexusNote
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redi…
N/A N/A
35182
BlekZz
Enable AI assistants to seamlessly interact with your Metabase analytics platfo…
N/A N/A 95
35183
CSOAI-ORG
social-media-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35184
printmoneylab
x402watch Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
35185
abdushakurob
squadco-mcp Claim
Provides your AI coding assistant with direct, structured access to the full Sq…
N/A N/A
35186
meshailabs-org
Enables Claude Code and other MCP-compatible tools to leverage MeshAI's multi-a…
81
35187
SakuttoWorks
A production-ready MCP server for AI agents, providing deep web research and RA…
N/A N/A 95
35188
leonaiuv
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
N/A N/A
35189
vineethwilson15
semamerge Claim
MCP server that detects semantic (non-textual) merge conflicts between Git bran…
N/A N/A 95
35190
vighriday
Veris Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
N/A N/A
35191
agentscore-xyz
AgentScore Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
N/A N/A 95
35192
3DStreet
3dstreet Claim
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP too…
N/A N/A
35193
gio.fagherazzi
n8nlibrechat Claim
N/A N/A 95
35194
automatikstudio
An AI-powered server that generates realistic, customizable customer testimonia…
81
35195
opgginc
opgg-esports Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
81
35196
Albaker-Group
MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
35197
robot-resources
Token compression for web content — 70-80% reduction from HTML to clean markdown
N/A N/A 95
35198
narrateai
NarrateAI Claim
Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
81
35199
flomio
PassNinja Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
N/A N/A
35200
JHSeo-git
Provide a simple and easy-to-run MCP server implementation that supports stdio …
N/A N/A 95
Showing 35151–35200 of 43634 servers
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