MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29275
Scored
2095
Verified
16952
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37151
titilq
lifequo Claim
N/A N/A 95
37152
DrRSatzteil
Enables semantic control and monitoring of openHAB smart home items through nat…
37153
SamuelBrudner
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
37154
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
37155
with0utwhy
Taste Claim
Expert review for AI agents. On-chain proof of human review.
37156
afreakk
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
N/A N/A
37157
caubequay010
mcp-proxy Claim
N/A N/A 95
37158
jtang613
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
81
37159
Dr-Deploy
Dr.Deploy Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
N/A N/A
37160
hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
N/A N/A 95
37161
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
37162
MCP-Mirror
Searches and fetches real-time documentation for libraries like Langchain, Open…
81
37163
aolshaun
Enables AI to automatically search, retrieve, and organize your Cursor chat his…
N/A N/A 95
37164
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
37165
srishtivverma
allai Claim
N/A N/A 95
37166
devjourney
Enables AI assistants to control Music Assistant for music search, library brow…
37167
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
37168
ROHWOOCHUL
test11 Claim
N/A N/A 95
37169
AmberPann
test-demo Claim
N/A N/A 95
37170
bch1212
bizintel Claim
Local business intel for AI agents: audits, lead scoring, tech stack, prospecti…
37171
pipeworx-io
mcp-openaire Claim
Enables AI agents to search and retrieve EU research outputs including publicat…
37172
jkwjkw1020-bot
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
81
37173
DrishtantKaushal
Model Context Protocol server for Langfuse observability. Query traces, analyze…
37174 N/A N/A 95
37175
davidmosiah
polarmcp Claim
Privacy-first unofficial Polar AccessLink v4 MCP server for AI health, sleep an…
N/A N/A
37176
shopsmartai
A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle …
37177
OsamaHassouna
Teaches AI to write HTML email that renders in Outlook, Gmail, and Apple Mail. …
37178
dwgx
Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling…
N/A N/A
37179
sandraschi
inkscape-mcp Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
N/A N/A
37180
danielbres
massive-mcp Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
N/A N/A
37181
sanztheo
Enables real-time messaging between Claude Code instances, allowing agents to s…
N/A N/A
37182
ariri48
Enables Claude Code to query, create, and modify Dooray tasks via natural langu…
37183
CaullenOmdahl
Enables AI models to search and retrieve photos, videos, and collections from P…
37184 N/A N/A 95
37185
pjv4yj
Enables secure access to Tor/onion services with content filtering and safety g…
N/A N/A
37186
AutomateLab-tech
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite fo…
N/A N/A
37187
u9401066
Enables AI agents to perform structured root cause analysis from clinical incid…
N/A N/A
37188
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
N/A N/A
37189
mithung-vunet
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
37190
TateLyman
MCP server for no-payment x402 surface triage, 402 Index health checks, and pai…
N/A N/A
37191
mattattacks
A calorie tracking MCP server that processes food photos and text descriptions …
81
37192
robin-heat
i18n-mcp Claim
MCP server for managing i18n JSON translation files. Provides Claude with struc…
N/A N/A
37193
garfield-bb
hap-mcp Claim
N/A N/A 95
37194
polydera
lunar Claim
Browser-based geometry processing server that enables AI agents to create geome…
37195
avclabs
media-mcp Claim
MCP Server for video enhancement and image segmentation (SAM3)
N/A N/A
37196
cploutarchou
A minimal, production-ready MCP server enabling LLMs to perform web searches vi…
37197
edvardlindelof
notes-mcp Claim
A simple MCP server for chatbot/human collaborative management of text content …
N/A N/A
37198
dannydarko
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
81
37199
lazymac2x
Cloudflare Workers MCP server: api-flow-analyzer
37200
matsengrp
Provides PDF reading, text search, navigation, and form filling capabilities th…
N/A N/A
Showing 37151–37200 of 41157 servers
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