MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29266
Scored
2095
Verified
16952
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37401
Decentralized-Data-Marketplace
Enable seamless integration with decentralized data marketplaces by providing a…
N/A N/A 95
37402
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A 95
37403
pineapple-farm
Track download history for 70,000+ agent skills. Search and get daily snapshots.
37404
DHEBP
Read-only DERO daemon MCP: 25 tools (5 composites), bundled DERO docs, structur…
N/A N/A
37405 N/A N/A 95
37406
MickeyDB
Enables management of Cobalt Strike red team operations through natural languag…
81
37407
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
37408
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
37409
sachicali
Provide advanced YouTube data extraction and analysis capabilities including mu…
N/A N/A 95
37410
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
81
37411
cluster3115
A minimal Model Context Protocol (MCP) server that fetches the current Ethereum…
81
37412
18089280501
yubin1230 Claim
N/A N/A 95
37413
brunosrz
vectora Claim
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Cla…
N/A N/A
37414
in-memoria Claim 1
Persistent codebase intelligence that gives AI assistants memory across sessions
N/A N/A 69
37415
bradsjm
A TypeScript MCP server that enables LLMs to send outbound emails via SMTP with…
81
37416
IacopoB
An experimental MCP server that enables interaction with Google Analytics APIs,…
81
37417
taniwhaai
arai Claim
Policy enforcement for AI coding agents derived from existing instruction files…
N/A N/A
37418
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
37419
davidahirshberg
ama-mcp Claim 1
An MCP server that coordinates multiple Claude Code sessions through kitty term…
N/A N/A 95
37420
cuongpo
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
N/A N/A 95
37421
CSOAI-ORG
scam-detector-mcp MCP server by MEOK AI Labs
N/A N/A
37422
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
N/A N/A 95
37423
asmaaziry19
test Claim
N/A N/A 95
37424
mikegaruccio
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
N/A N/A 95
37425
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
N/A N/A 95
37426
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
37427
andyscott88
agentsafe Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
N/A N/A
37428 N/A N/A 95
37429
sachin-ybis
Six deterministic hydration calculators for LLMs: water intake, dehydration sc…
N/A N/A 95
37430
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
37431 N/A N/A 95
37432
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
37433
Meh-S-Eze
Provides access to YNAB (You Need A Budget) functionality through the Model Con…
81
37434
SamuraiBuddha
A neuromorphic visual processing system that combines visual memory storage wit…
N/A N/A 95
37435
edholofy
eyepup Claim
Agentic visitor analytics — five tools that hand the next CRO fix to your codin…
37436
deficlow
Zipp Claim
Multi-language crypto news with editorial sentiment + importance scoring; cites…
37437 N/A N/A 95
37438 N/A N/A 95
37439
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
81
37440
mobile.psy.div3r
ableton-mcp Claim
N/A N/A 95
37441
ghostrouter
Ghostrouter Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
81
37442
godson
godson_123 Claim
N/A N/A 95
37443 N/A N/A 95
37444
praveen030686
Yantrix MCP Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
81
37445
njlnaet
Build searchable AI research knowledge bases with hybrid vector search directly…
N/A N/A 95
37446
automatikstudio
Generates professional, AI-powered freelance project proposals including execut…
81
37447
Departure and admission records for AI agents with Ed25519/P-256 signatures.
N/A N/A 81
37448
Alice0416
Enables University of Toronto students to access academic data from ACORN and Q…
81
37449
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
37450
llmindset
Connects to the MIRO Whiteboard Application for board manipulation and sticky c…
N/A N/A 95
Showing 37401–37450 of 41157 servers
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