MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16251
Defilan
Enables AI assistants to query website statistics from Plausible Analytics, pro…
F 25 55 76 63 73 82 92
16252
coinstax
InvokeAI MCP Server Claim 1 3
A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code…
F 25 55 96 91 N/A 64 90 68
16253
andrewpetecoleman-cloud
agentmemo-mcp Claim 2
Persistent memory and human approval for any AI agent. Give your AI agents the…
F 25 55 90 0 32 74 97
16254
daymonio
daymon Claim 1
Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchest…
F 25 54 84 56 N/A 87 92 92
16255
barateza
Provides semantic search capabilities over the Plesk Extensions Guide documenta…
F 25 55 64 30 66 80 92
16256
pinkpixel-dev
mindbridge-mcp Claim 1
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM …
F 25 55 60 70 N/A 59 80 95
16257
lwanger
Insperity MCP Server Claim 1
Enables interaction with Insperity's REST API to access employee data, includin…
F 25 55 52 38 31 80 94
16258
joeseesun
A server that enables uploading files to Qiniu Cloud Storage through a standard…
F 25 55 50 35 18 71 89
16259
pixelsock
A Node.js server that enables AI Clients to interact with the Directus CMS API …
F 25 55 86 75 30 74 50
16260
adelhassen
Enables AI assistants to interact with PostgreSQL databases by executing SQL qu…
F 25 54 60 20 N/A 30 80 99
16261
mvs5465-test
Loki MCP Server Claim 1 2
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
F 25 55 48 32 30 82 99
16262
mumez
pharo-nc-mcp-server Claim 2
A local MCP server that enables users to evaluate Pharo Smalltalk expressions a…
F 25 55 66 82 N/A 45 87 96
16263
kukapay
uniswap-price-mcp Claim 1 2
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
F 25 55 51 61 43 80 95
16264
quentintou
agent-board Claim 1
Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MC…
F 25 55 72 67 N/A 54 80 99
16265
hygao1024
An MCP server implementation that enables calling iFlytek workflows through the…
F 25 55 69 63 41 76 88
16266
S-Alzaid
A Model Context Protocol server for ElevenLabs conversational agents that enabl…
F 25 54 63 53 N/A 24 77 97
16267
nefino
Nefino MCP Server Claim 1 2
Provides large language models with access to news and information about renewa…
F 25 55 84 66 41 80 91
16268
gcorroto
Asterisk S2S MCP Server Claim 2 3
MCP Server for automated conversational phone calls using Asterisk with Speech-…
F 25 55 51 70 50 76 93
16269
fernandezpablo85
IOL MCP Tool Claim 1 2
An MCP server that enables interaction with the Invertir Online (IOL) trading A…
F 25 54 41 18 N/A 41 87 99
16270
NON906
omniparser-autogui-mcp Claim 1 2
🐍 Automatic operation of on-screen GUI.
F 25 54 62 35 N/A 44 88 99
16271
RomanGod6
Enables automated browser testing of web applications using Playwright, support…
F 25 54 94 56 N/A 16 90 100
16272
ratatatat1
PingCode MCP Server Claim 2 3
Enables AI assistants to query and manage PingCode project management data, inc…
F 25 54 72 66 N/A 27 90 91
16273
iTophua
iterminal Claim 1 2
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through C…
F 25 54 57 52 N/A 61 87 96
16274
moria97
Douban MCP Server Claim 1 2
Enables interaction with Douban content including searching and reviewing books…
F 25 55 48 68 26 76 98
16275
amarisaster
Enables remote control of Lovense toys through Claude using natural language co…
F 25 66 56 72 0 36 80 100
16276
dominik1001
caldav-mcp Claim 1 2
CalDAV calendar operations (list, create, update, delete events) as MCP tools.
F 25 55 63 63 N/A 90 80 92
16277
tanmay4l
A server implementation that enables interaction with the Futarchy protocol on …
F 25 55 72 100 30 74 67
16278
YiyangLi
Twilio MCP Server Claim 2 4
A Model Context Protocol server that enables Claude and other AI assistants to …
F 25 55 51 61 40 74 100
16279
Kevin4562
mcp-qemu-lab Claim 1 2
A Model Context Protocol server for conducting Linux binary analysis and guest …
F 25 54 45 58 N/A 30 88 90
16280
m2rads
A Model Context Protocol server that enables automated end-to-end testing with …
F 25 54 77 68 N/A 54 87 99
16281
AceDataCloud
mcp-flux-pro Claim 1
MCP server for Flux AI image generation
F 25 55 84 0 68 82 94
16282
Yorick-Ryu
md2doc Claim 1 3
An MCP server that converts Markdown text to DOCX format using an external conv…
F 25 55 63 82 34 80 93
16283
bkblocksolutions-rgb
AgentBTC MCP Server Claim 1 3
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
F 25 55 54 68 N/A 58 77 46
16284
lulzasaur9192
marketplace-search-mcp Claim 1 2
Search marketplaces (TCGPlayer, Reverb, Thumbtack), verify professional license…
F 25 55 55 0 72 76 96
16285
21st-dev
Magic-MCP Claim 2
Create crafted UI components inspired by the best 21st.dev design engineers.
F 25 54 72 61 N/A 43 88 86
16286
signbee
signbee-mcp Claim 1
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
F 25 55 66 70 37 78 91
16287
markswendsen-code
Rover MCP Server Claim 1 2
Enables AI assistants to search for pet sitters, manage bookings, and handle pe…
F 25 54 90 72 N/A 30 89 98
16288
tuguang2025
TgeBrowser MCP Server Claim 2 3
Enables AI assistants to interact with the TgeBrowser Local API to create, mana…
F 25 54 74 71 N/A 48 87 51
16289
webreactiva-devs
A lightweight server that provides detailed text analysis, counting total chara…
F 25 54 66 53 N/A 28 94 100
16290
ampcome-mcps
Outlook MCP Server Claim 1 2
Provides comprehensive integration with Microsoft Outlook for managing emails, …
F 25 55 78 74 23 82 48
16291
aralroca
Telegram MCP Bridge Claim 1
Enables MCP agents to request human confirmation for actions via a Telegram bot…
F 25 55 86 65 35 80 94
16292
ogulcanakca
Provides real-time access to İzmir's public transportation data, including bus …
F 25 55 66 63 32 76 94
16293
hu-qi
starReport Claim 2 3
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
F 25 55 84 63 55 76 62
16294
juanisidoro
securecode-mcp Claim 1 2
Secrets vault for Claude Code with audit logs, MCP access rules, and AES-256 en…
F 25 55 76 0 47 74 94
16295
0xCybin
jobs-mcp Claim 1
Enables searching for job opportunities across multiple platforms like Upwork, …
F 25 55 76 56 35 77 97
16296
adawalli
nexus Claim 1
AI-powered web search server using Perplexity Sonar models with source citation…
F 25 55 96 73 81 82 94
16297
mariocandela
beelzebub Claim 2
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
F 25 55 78 38 85 74 35
16298
TechDocsStudio
Biel.ai Claim 1
Query your product docs from AI tools. Source-cited answers from your indexed d…
F 25 55 100 50 42 82 92
16299
soycanopa
SupaThings-MCP Claim 1
Things 3 MCP server for macOS with SQLite reads, official things:/// URL writes…
F 25 54 72 0 N/A 46 89 82
16300
bneil
Enhances the MCP memory server by implementing PouchDB for robust document stor…
F 25 54 90 53 N/A 44 90 99
Showing 16251–16300 of 66502 servers
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