MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60251
getnahook
nahook-mcp Claim
"The official MCP server for the Nahook webhook platform — trigger webhooks, in…
— ○ ⏳ — — — — 81 —
60252
wulfitect
A Model Context Protocol server that provides comprehensive GitHub integration …
— ○ ⏳ — — — — 81 —
60253
NARAVINDR321
Enables LLMs to retrieve, analyze, and visualize stock prices and financial rep…
— ○ ⏳ — — — — 81 —
60254
Gemus-AI
Gemus Claim
Node-based AI design workflows on the Gemus canvas: generate images, video, 3D,…
— ○ ⏳ — — — — — —
60255
jqlts1
Wraps TheBrain knowledge graph as an MCP server, enabling AI assistants to sear…
— ○ ⏳ — — — — — —
60256
zarelli1
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
— ○ ⏳ — — — — 81 —
60257
xiaobenyang-com
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
— ○ ⏳ — N/A N/A — 95 —
60258
storypixel
An AI-native Taskwarrior bridge that provides natural language task management …
— ○ ⏳ — N/A N/A — — —
60259
masonicgit
After decades of AI research — transformers, GPT-4, AGI debates — we have arriv…
— ○ ⏳ — — — — 81 —
60260
ocbenji
Lightning-paid (L402) Bitcoin mempool intelligence + sovereign on-prem AI infer…
— ○ ⏳ — — — — — —
60261
githits-com
GitHits Claim
Search public open-source code, documentation, metadata, vulnerabilities, chang…
— ○ ⏳ — — — — — —
60262
nahdd123uosackr
nahdd123 Claim
— ○ ⏳ — N/A N/A — 95 —
60263
mcpassistant
Provides programmatic access to MCP server testing, debugging, and validation c…
— ○ ⏳ — N/A N/A — 95 —
60264
kongyo2
Provides comprehensive development tools for FastMCP projects including documen…
— ○ ⏳ — — — — 81 —
60265
alchiebinan21
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
— ○ ⏳ — N/A N/A — — —
60266
mikezio
agent-drop Claim
Enables local file exchange between users and CLI agents via a web UI and MCP s…
— ○ ⏳ — N/A N/A — — —
60267
tathagat22
undo Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
— ○ ⏳ — N/A N/A — — —
60268
Loop-XXI
Enables AI agents to pay for MCP tool calls using either Bitcoin/Lightning (L40…
— ○ ⏳ — — — — — —
60269
kalleeh
MCP server for generating and editing images using Amazon Nova Canvas, Stable D…
— ○ ⏳ — — — — 81 —
60270
ArbenDemajXai
MCP server and SDK for AI agents to interact with NoFOMO News, enabling reading…
— ○ ⏳ — — — — — —
60271
mauurda
mcp Claim
Manage discussion topics, gather votes and video rationale, and read AI insight…
— ○ ⏳ — N/A N/A — — —
60272
llamakko
Enables searching, reading, and listing pages from the official chezmoi documen…
— ○ ⏳ — N/A N/A — — —
60273
shr3ddersec
sh3ll Claim
— ○ ⏳ — N/A N/A — 95 —
60274
FlowCastle
FlowCastle Claim
Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platfo…
— ○ ⏳ — — — — — —
60275
ucodia
An MCP server that gives AI agents eyes and a robotic arm to compose and iterat…
— ○ ⏳ — N/A N/A — — —
60276
Rumblingb
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
— ○ ⏳ — — — — — —
60277
Matthew-M-King
A local MCP server that parses Robot Framework output.xml files, scores and gro…
— ○ ⏳ — N/A N/A — — —
60278
iflow-mcp
Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…
— ○ ⏳ — — — — 81 —
60279
operasoftware
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
— ○ ⏳ — N/A N/A — — —
60280
arnav-chauhan-kgpian
A production-ready MCP server that exposes the Salesmate CRM to Claude Desktop,…
— ○ ⏳ — — — — — —
60281
MCP-Mirror
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
— ○ ⏳ — — — — 81 —
60282
ConechoAI
A high-performance WebSocket/SSE transport layer and gateway for Anthropic's MC…
— ○ ⏳ — — — — — —
60283
mercytopsy50
Normalizes and serves corporate events (earnings, dividends, splits, M\&A) from…
— ○ ⏳ — — — — 81 —
60284
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
— ○ ⏳ — — — — — —
60285
ThatOneDevGuy
A Model Context Protocol server for LLM fuzzing and testing, providing secure a…
— ○ ⏳ — — — — — —
60286
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
— ○ ⏳ — N/A N/A — 95 —
60287
Claraxyb
Integrates Tolk compiler tools into AI assistants, enabling compilation of Tolk…
— ○ ⏳ — N/A N/A — — —
60288
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
— ○ ⏳ — — — — — —
60289
jdw2111
propraven Claim
Property intelligence: 180M+ US parcels — lookup, search, owners, hazards, perm…
— ○ ⏳ — — — — — —
60290
jarekbird
An MCP server that talks directly to Jira Cloud REST API v3 using static creden…
— ○ ⏳ — — — — — —
60291
ihiteshgupta
Enables reading, sending, searching, and managing Gmail through Claude using th…
— ○ ⏳ — N/A N/A — — —
60292
flexorch
flexorch-mcp Claim
Enables Claude and other MCP-compatible agents to process documents, extract st…
— ○ ⏳ — — — — — —
60293
langadventurellc
Trellis MCP Claim
A file-backed MCP server for hierarchical project management that enables AI as…
— ○ ⏳ — N/A N/A — — —
60294
BradMorphsters
Enables AI assistants to query and analyze local personal finance data from Tus…
— ○ ⏳ — N/A N/A — — —
60295
SherryLi-vc
Enables AI agents to manage hierarchical memory with Markdown-based storage, ti…
— ○ ⏳ — — — — — —
60296
sunwu51
tavily-proxy Claim
A Cloudflare Worker that proxies requests to the Tavily API with automatic key …
— ○ ⏳ — — — — 81 —
60297
kosh-jelly
Provides comprehensive read/write access to Word documents, including comments,…
— ○ ⏳ — N/A N/A — — —
60298
adelaidasofia
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcem…
— ○ ⏳ — N/A N/A — — —
60299
scotthelm
Enables AI assistants to access Wikipedia content, search articles, retrieve hi…
— ○ ⏳ — — — — 81 —
60300
Converly-Conversion-Tracking
converly Claim
Set up and manage conversion tracking by chatting with your AI assistant.
— ○ ⏳ — — — — — —
Showing 60251–60300 of 69070 servers