MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28939
Scored
2089
Verified
16951
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34101
pedromcunha
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
81
34102
CSOAI-ORG
image-metadata-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34103
MIt9
MCP server for Silpo online supermarket: products, cart, delivery, recipes.
N/A N/A 95
34104
vulcan-file-ops Claim 2
MCP server for AI assistants: read, write, edit, and manage files securely on l…
N/A N/A 81
34105
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
34106
rash Claim 1
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
N/A N/A 81
34107
caleb-love
foxhound Claim 1
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…
N/A N/A 83
34108 N/A N/A 95
34109
kinhsach
kinhsach Claim
N/A N/A 95
34110
Moresl
cchub Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
N/A N/A 95
34111
Chukwuebuka-2003
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
81
34112 N/A N/A 95
34113
zekus
A Model Context Protocol server that enables interaction with Shortcut (formerl…
81
34114
geeks-accelerator
live-music Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
N/A N/A 83
34115
vmanoilov
think Claim
N/A N/A 95
34116
adopteunconteneur
Delivery cost calculator and container dimensions for France. Real HT/TTC price…
34117
Append Log MCP Claim 1
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
N/A N/A 81
34118
keioseung
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
81
34119
mtjandra
An MCP server for weather information.
N/A N/A 95
34120
liveplex-cpu
fiber Claim
Optical operations platform for AI datacenters — telemetry, Digital Twin, ML RU…
N/A N/A 83
34121
RobertRigCollective
A proxy server that standardizes access to the Congress.gov API by automaticall…
N/A N/A 95
34122
ai-seer
Facticity AI Claim
Real-time, multi-modal fact-checking for AI systems. Facticity AI verifies cla…
81
34123
Gmail Claim 2
Gmail integration with OAuth authentication, message search, batch operations, …
N/A N/A 61
34124
TheMrGU
passoff Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
N/A N/A
34125
jmerelnyc
MCP server enabling symbol-aware semantic search in Claude Code, allowing preci…
34126
adrianpdm
Wisnu MCP Claim
A travel booking server that enables searching for flights, hotels, and destina…
81
34127
As-The-Geek-Learns
Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
N/A N/A 83
34128
BestDev
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
N/A N/A 95
34129
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
34130
OSoliman330
Enables users to manage data in a simple JSON file database through MCP tools a…
81
34131
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
34132
joepangallo
Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.
N/A N/A 95
34133 N/A N/A 95
34134
matchuplabs
Official NYC property, building, and venue intelligence for AI agents. Use when…
81
34135
simonblanco
kanban Claim
N/A N/A 95
34136
clawdbotworker
coinopai-mcp Claim
Local stdio MCP server for x402-powered crypto intelligence and automation sear…
N/A N/A
34137
dave
testing Claim
N/A N/A 95
34138
zhaoyuxuan
An MCP server agent that enables analysis of YouTube videos by extracting trans…
81
34139
dilshaus
Stitch Wand Claim
Design token tools for Google Stitch: convert, validate, diff, lint, generate, …
N/A N/A 95
34140
fantastic
breeze-mcp Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
81
34141
karlgil
Enables Claude to interact with Google Docs to list, read, create, search, and …
81
34142
softvoyagers
PageDrop MCP Claim
Deploy and manage instant HTML sites with paste, upload, and ZIP deploy
N/A N/A 95
34143
VigneshR1812
An MCP server that enables Amazon Q CLI users to create, query, and manage Mave…
N/A N/A 95
34144
yacb2
lore Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
N/A N/A
34145
kevint-cerebras
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
N/A N/A 75
34146
mountainmystic
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
N/A N/A 67
34147
oledmansfeld
Enables Claude to manage the UnoPim Product Information Management system throu…
81
34148
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
34149
bizino
MCP server enables AI assistants to interact with BOS ERP System via REST API, …
34150
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
Showing 34101–34150 of 35110 servers
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