MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35251
Craftiee
MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactiv…
N/A N/A
35252
TN0123
one-shot-ui Claim
Deterministic UI extraction and screenshot diffing for AI coding agents.
N/A N/A
35253
axel-belfort
Markdown rendering API for AI agents. Convert Markdown to fully styled HTML wit…
81
35254
davinoishi
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
N/A N/A
35255
pradeepmisal
Enables AI clients to interact with Autodesk Revit for building design, editing…
N/A N/A
35256
africanmarketos591
Relational-readiness and market-permission tools for African and high-context m…
35257
TestKAi005
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
35258
tiny-send
tinysend Claim
Email for agents: newsletters, subscribers, contacts, broadcasts. OAuth sign-in…
35259
gregcastro23
Converse with planetary-agent personas, council feeds & culinary debates from a…
N/A N/A
35260
team-headstart
Enables AI assistants to query, search, and analyze LinkedIn profiles from the …
35261
pfldy2850
Enables searching and retrieving metadata from OpenMetadata, including tables, …
35262
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
35263
Ak1Ena
db-memory Claim
A vector-DB MCP server that gives Claude conversational memory by storing solve…
35264
SerifeusStudio
threlte-mcp Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
N/A N/A
35265
limtsi
Enables natural language automation of Cisco SD-WAN vManage, including device m…
35266
chenlinyang
A Model Context Protocol server that provides secure access to MySQL databases …
35267
AccountantInc
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
35268
Kryptoskatt
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
N/A N/A 95
35269
derekprovance
lifeup-mcp Claim
Enables Claude to interact with LifeUp Cloud API on your local network for task…
N/A N/A
35270
jacobhgruber-dev
Unified scholarly search across 60+ academic sources with citation formatting (…
35271
RayssaMansur
Specialized MCP server for digital marketing and social media management, enabl…
N/A N/A
35272
sprine
An MCP server for discovering, downloading, querying, and analyzing datasets fr…
35273
stevesimpson418
A local MCP server for Todoist task management, enabling Claude to create, read…
35274
ClousAI
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
35275
smochan
Multi-language code-graph MCP server with 18 tools for structural code queries …
N/A N/A
35276
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
35277
bfernandesbfs
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
N/A N/A
35278
BitlyExchange
Provide MCP service for Bitly Exchange Traders. Bitly Exchange is an Fully-Onch…
N/A N/A 95
35279
mesolimbo
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
N/A N/A
35280
jacedomotz
Enables Claude to query and manage Domotz network monitoring through 133 API ac…
35281
hellofovea
Local MCP server that enables AI clients to read and search memories from the F…
N/A N/A
35282
BobongKu
Gives AI agents a browser that bypasses bot detection, a MITM proxy for traffic…
N/A N/A
35283
wuzenghai616-lang
goldbean Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
35284
dejavuxerss
An advanced MCP server that provides deep code understanding and analysis using…
N/A N/A 95
35285
galacean
Engine-MCP Claim
A code understanding and generation system designed for Galacean Engine that he…
N/A N/A 95
35286
team-markmesh
MarkMesh Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
35287
Focus-GTS
eds-mcp-server Claim 1
Adobe Edge Delivery Services (AEM EDS) management with 20 tools for preview, pu…
81
35288
rnaidu-parallel
Publish yourself as a remote MCP server, exposing your résumé via tools so comp…
35289
Delegueinu
onlyswaps Claim
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
N/A N/A 95
35290
techgardeners
Structured habitat data and advisory tools for aquariums, marine tanks, terrari…
35291 N/A N/A 95
35292
docuprox
docuprox-mcp Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
N/A N/A
35293
WOOWTECH
A production-ready admin bundle for the n8n-mcp server, featuring a web GUI, to…
35294
memetus
Provides Claude with access to blockchain data and market prices via the OKX AP…
35295
liuweihongliuxinyu
Enables AI assistants to access professional Traditional Chinese Medicine knowl…
35296
fm3o5
A lightweight MCP server that adds Figma Comments support to AI assistants, ena…
35297
He-user520
EmbedForge Claim
Enables AI-driven embedded development: generate, build, flash, and debug firmw…
N/A N/A
35298
gitstq
Intelligent file search engine with Frecency ranking, fuzzy matching, and Git a…
N/A N/A
35299
damagethundercat
PureData-MCP Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
N/A N/A
35300
herbertkokholm
Cite Caddy Claim
Remote MCP server for full read/write access to a Zotero library
Showing 35251–35300 of 66549 servers
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