MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29901
imnotdev25
paper-mcp Claim
Enables retrieval of academic paper metadata, PDFs, full text, citations, and r…
29902
palolxx
An MCP server implementation that allows using Google's Gemini AI models (speci…
81
29903
lianggaoyuan
GitBranchMCP Claim
A local-first MCP server for AI programming branch notes and mainline decision …
N/A N/A
29904
abekdwight
Provides MCP tools to validate Mermaid diagram syntax, render diagrams to SVG, …
N/A N/A
29905
astralisone
Orchestrates Rive animations by enabling discovery, integration, and compositio…
29906
larsbaunwall
unlinked Claim
MCP server that brings your LinkedIn professional profile and experience into y…
N/A N/A
29907
facexiang
Active MCP Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
29908
andeya
Relay Claim
Adds a human-in-the-loop checkpoint to MCP-capable AI coding agents, enabling t…
N/A N/A
29909
flaco-source
Provides LLMs with direct access to official vendor PDF documentation for elect…
29910
SaharCarmel
TheAlmanac Claim
Enables programmers to search, download, and access up-to-date API and software…
N/A N/A
29911
zerogon1203
A secure multi-database MCP server supporting MySQL, PostgreSQL, and SQLite wit…
29912
moorcheh-ai
Enables interaction with Moorcheh AI services including namespace management, d…
29913
alch3mistdev
vyos-mcp Claim
MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
29914
ccc0168
Provides comprehensive architectural expertise through specialized agents, reso…
29915
ihatesea69
Enables AI assistants to programmatically create, manipulate, and analyze Micro…
N/A N/A
29916
onori
Enables retrieval of historical stock data from Yahoo Finance through a simple …
29917
ichinya
Enables AI agents and developer tools to interact programmatically with Yougile…
29918
beardfaceguy
Daimonos Claim
Agent-optimized MCP server with structured JSON tools. 20-45% token savings.
N/A N/A
29919
g-digital-by-Garrigues
EAD Enterprise Suite MCP — full signature workflows, certified evidence, dossie…
N/A N/A
29920
j0KZ
synthlab-mcp Claim
Enables AI-powered music composition and synthesis by generating Pure Data patc…
N/A N/A
29921
clauxel
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
29922
sargonpiraev
Enables AI assistants to manage Habitify habits, journals, moods, and notes thr…
29923
mashh-lab
An MCP server that acts as a proxy to connect MCP clients to agent frameworks l…
29924
LaurEars
struct-mcp Claim
Transform data structure definitions into queryable MCP servers, enabling natur…
N/A N/A
29925
floriancaro
An MCP server that provides access to the full FRED API (Federal Reserve Econom…
29926
DanMeon
hatchet-mcp Claim
An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to i…
N/A N/A
29927
applemk2-git
Provides current weather information for Japanese cities using the Open-Meteo A…
29928
fastmcp-me
A natural language interface for LLMs to manage, monitor, and query CockroachDB…
29929
requestbin
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
29930
aestheticfunction
ds-mcp Claim
A read-only MCP server that provides AI coding agents with a queryable contract…
N/A N/A
29931
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
29932
banjtheman
Browse available books and quickly access summaries, details, and tables of con…
N/A N/A 95
29933
clauxel
A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, recei…
29934
vulcan-file-ops Claim 2
MCP server for AI assistants: read, write, edit, and manage files securely on l…
N/A N/A 81
29935
retospect
gripe-mcp Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
29936
epilande
An MCP server that provides real-time information access using Google Gemini's …
29937
compasify
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
29938
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
N/A N/A
29939
StudiousXiaoYu
oracle-link Claim 1
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
N/A N/A 83
29940
MananSingh2001
Converts Figma designs into production-ready React components with design token…
29941
softvoyagers
Faktuj MCP Claim
Generate Polish VAT invoices (Faktura VAT) as PDF
N/A N/A 95
29942
lemaitregabinpro-creator
conversion image to webp/avif with 402 payement required, 0.001 and 0.0005 afte…
81
29943
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
29944
gofullthrottle
Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providi…
81
29945
CrashBytes
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
N/A N/A 83
29946
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
N/A N/A
29947
criblio
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
29948
malkreide
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
29949
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
N/A N/A
29950
jeremyjordan
mcp-gmail Claim
Enables Gmail access through MCP, allowing LLMs to read, compose, and send emai…
Showing 29901–29950 of 45235 servers
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