MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58251
martin-delivered
This server enables AI to match Figma design nodes with React components from S…
58252
batrugg
Real, calibrated Dota 2, Deadlock & Marvel Rivals win predictions, tier lists &…
58253
Ask-Cyborg
AskCyborg Claim
Analyst-debate research on every public and private company. 8 tools: search, s…
58254
raxITlabs
A production-ready MCP OAuth 2.1 server implementation with analytics and secur…
58255
DzimaSh
MCP server for analyzing successful trading bots on Polymarket, enabling discov…
58256
Iterable
Enables natural language interaction with Iterable marketing platform data, all…
58257
arjunkumargiri
memory Claim
Shared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or a…
N/A N/A
58258
trssantos
Decay Memory Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
N/A N/A
58259
jiaxinghit
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
58260
RanneG
linkup-mcp Claim
Provides web search and local document RAG using Ollama, enabling privacy-prese…
N/A N/A
58261
SichengHe6
cq_mini Claim
N/A N/A 95
58262
nimit791
An MCP server that connects to TradingView Desktop via Chrome DevTools Protocol…
N/A N/A
58263
bdog720
Oraclarr Claim
Read-only diagnostic MCP server for a self-hosted arr stack (Sonarr, Radarr, Pr…
N/A N/A
58264
lucassampsouza
omie-mcp Claim
Enables natural language control of OMIE ERP finances, including accounts payab…
58265
miggie8888
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
81
58266
cwinvestments
Enables Claude Code with 127 professional skills for deployment, security, data…
N/A N/A
58267
Baneado98
Quick-scan a smart contract for rug, honeypot, or centralization risk before se…
58268
HorizonMedia
Grounded Horizon Media brand Q&A for AI assistants. Authenticated MCP; brand_au…
58269
CSOAI-ORG
diff-ai-mcp Claim
diff-ai-mcp MCP server by MEOK AI Labs
N/A N/A
58270
electron-stagewright
Drive, inspect, and assert on real Electron desktop apps from an AI agent — age…
N/A N/A
58271
shenmali
An open-source Python MCP server for AI-assisted interview preparation.
N/A N/A
58272
opelpleple
motherflame Claim
MCP server that connects AI agents to a shared organizational knowledge base, a…
N/A N/A
58273
gpimthong
mcp-gw Claim
Aggregates multiple MCP servers into a single HTTP endpoint with tool namespaci…
58274
CSOAI-ORG
EU AI Act compliance for AI agents. 410 articles from EUR-Lex via FTS5 search. …
N/A N/A
58275
Waipro-Hub
envato-mcp Claim
An MCP server for the Envato API that enables searching, purchasing, and downlo…
N/A N/A
58276
Dhenenjay
Enables satellite imagery analysis through Google Earth Engine, allowing users …
81
58277
ebin198351-akl
Agent Room Claim
A multi-agent collaboration layer for AI coding agents enabling real-time commu…
58278
chiz0me
Enables scanning Express.js route surfaces for inventory and audit, classifying…
N/A N/A
58279
ncsound919
UFC-MCP Claim
A local file conversion server supporting audio, video, image, document, and sp…
N/A N/A
58280
ColbySerpa
Enables semantic search across Cairo and Starknet documentation, providing AI a…
N/A N/A
58281
huiseo
Enables LLMs to interact with Outline wiki for document management, search, col…
81
58282
KK6BZB
Bitcoin regime detection intelligence — know which market regime you are in and…
58283
@ssdeanx
ssd-ai Claim
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
N/A N/A 95
58284
Now-Italy-Demo
Enables MCP clients to remotely execute server-side JavaScript in ServiceNow vi…
58285
lijiatuk
dstools Claim
Augments DeepSeek-V4 with image understanding and deep research capabilities vi…
58286
wd041216-bit
Zero-cost, privacy-first universal web search MCP server. Enforces a **Search-F…
N/A N/A 95
58287
craig248
ghl-mcp Claim
MCP server for GoHighLevel sub-accounts, enabling management of CRM contacts, p…
58288
sdsrss
A high-performance code knowledge graph server implementing MCP, indexing codeb…
N/A N/A
58289
underground-district
Agent with a wallet? This place is built for you. Digital experiences made of w…
N/A N/A 95
58290
sabariganesan25
A starter template for creating MCP servers that work with Puch AI, featuring r…
81
58291
AnishAchutha05
ARIA Claim
Autonomously researches any topic: searches web, scrapes sources, extracts insi…
58292
DC925928496
AI-godot-mcp Claim
Enables AI-driven game development by providing MCP tools to interact with the …
N/A N/A
58293
Stianlars1
Compress, resize, crop, and convert images with the Tinify.dev API from any MCP…
N/A N/A
58294
Angeltooth
Enables Claude to search, analyze, and provide detailed information about gambl…
N/A N/A
58295
NeoAIResearch
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
N/A N/A
58296
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
N/A N/A 95
58297
kurtzhi
A full-featured secure MCP server for local file system operations, with built-…
58298
RishabhKodes
prexist Claim
Search across 9 platforms to find existing products similar to your idea.
N/A N/A 83
58299
Alepha188838884
Local MCP proxy: collapses N servers' tools into 4 meta-tools and compresses la…
N/A N/A
58300
lemonchikHere
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
N/A N/A
Showing 58251–58300 of 66484 servers