MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29736
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50151
k9fr4n
thruk-mcp Claim
Enables natural language interaction with Thruk monitoring systems, allowing us…
50152
WilliamLINWEN
A Model Context Protocol (MCP) server that provides tools for interacting with …
50153
namto908
MCP Server Claim
Integrates with GitHub, Neo4j, PostgreSQL, and Milvus, enabling queries and dat…
50154
Create and manage forms, collect submissions — a headless form builder powered …
N/A N/A 81
50155
elis132
The definitive MCP server for voidtools Everything - lightning-fast file search…
N/A N/A
50156
InnerAura
hyperweave Claim
HyperWeave gives agents a visual output surface: structured data in, branded SV…
50157
prmail
WellPulse MCP is a privacy-first AI layer that transforms wellbeing data into r…
81
50158
moekatib
Integrates with the Pica API platform to enable seamless interaction with vario…
50159
chrisbusbin-pixel
applianceiq Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
N/A N/A
50160
michael-abdo
Enables hierarchical orchestration of Claude instances via tmux with a bridge p…
N/A N/A
50161
EventRegistry
newsapi-mcp Claim
A Model Context Protocol (MCP) server that provides real-time news intelligence…
50162
navin2031992
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
50163
introman2023
Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).
50164
koushikmaji31
terminal-mcp Claim
An agent-capable MCP server with terminal access, filesystem control, and persi…
N/A N/A
50165
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
N/A N/A 95
50166
edgarriba
prolink Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
81
50167
archimedes-market
Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool…
50168
tindevelopers
Enables AI agents to interact with Skulabs inventory management system through …
81
50169
WRG-11
WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, …
N/A N/A
50170
kochava
## Kochava for Advertisers - Official MCP Server A comprehensive connector for…
81
50171
eshaanmathakari
MCP server that fetches and searches the latest stable documentation for any pa…
50172
ArtKeyAi
Bhived MCP Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
N/A N/A
50173
dev-allflyghts
Enables flight search, location lookup, and city information retrieval using th…
50174
Async-IO
Connects AI assistants to fitness data from over 150 wearables including Strava…
81
50175
ClawCall-Dev
clawcall Claim
MCP server for ClawCall — AI-powered US phone calling.
N/A N/A
50176
nickjazz
Product Lock tools for AI agents: generate, review, validate, and score locks.
N/A N/A 95
50177
cuongpo
Enable AI assistants to interact with the Aptos blockchain testnet by managing …
N/A N/A 95
50178
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
50179
KevinBangbang
neurolisp Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
N/A N/A
50180
freqkflag
Provides structured project management through phase-based workflows, enabling …
81
50181
huhanghao1990
hhhtest Claim
N/A N/A 95
50182
zb2947244682
Enables AI to create, edit, and batch generate JSON data with advanced rule eng…
81
50183
KAIpany
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
N/A N/A 95
50184
seanshin0214
MCP-RAG Claim
Turns Claude Desktop into a personal document question-answering system using l…
N/A N/A 95
50185
souldriver007
Provides Claude Desktop with persistent, structured memory and semantic search …
N/A N/A
50186
MikeyBeez
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
N/A N/A
50187
Androsh7
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
81
50188
TheDecipherist
classmcp Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
N/A N/A
50189
mattwagstaff
Australian and New Zealand PII detection and sanitisation for AI agents, using …
N/A N/A
50190
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
N/A N/A
50191
xiaou66
Precisely filter and fetch API documentation from Apifox or any OpenAPI URL, re…
50192
JhonatanPinheiro
Enables Claude Desktop to interact directly with the Hyperliquid decentralized …
50193
cyanheads
Look up genes, fetch sequences, predict variant consequences, find orthologs an…
50194
procpalee
Enables Claude to access the Korean Financial Supervisory Service's OpenDART AP…
50195
OSoliman330
Enables users to manage data in a simple JSON file database through MCP tools a…
81
50196
autoworks-ai
AutoVault Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
50197
dylangroos
mongo-mcp Claim
Enables CRUD operations on MongoDB databases and collections, including listing…
50198 N/A N/A 95
50199
Ninjabeam20
sportiq-mcp Claim
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, …
N/A N/A
50200
goperigon
Provide real-time access to comprehensive news data including articles, stories…
N/A N/A 95
Showing 50151–50200 of 50330 servers