MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27301
jawz Claim 1
Live macro data for AI agents: regime, conditions, liquidity, with input proven…
B 76 25 86 67
27302
ThinAirTelematics
thinair-data Claim 1
Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for…
B 76 34 82 59 81
27303
okun-koneosa Claim 1
Finnish industrial supplies store. Read-only MCP with 4 tools.
B 76 25 86 67
27304
Tracea Claim 1
Tracea — legal identity (Know Your Agent) for AI agents, on-chain. ERC-8004 com…
B 76 25 86 67
27305
NimbleBrainInc
Provides access to political and alternative financial data including congressi…
B 76 34 78 67 81
27306
terminal Claim 1
Live geopolitical and markets intelligence wire: 35k+ wire items, event threads…
B 76 25 86 67
27307
chajus1
Proxmox MCP Enhanced Claim 1
Provides a complete MCP server for managing Proxmox VE infrastructure with 115 …
B 76 34 100 31 81
27308
Consulta de planes de productos Alfabot y agendamiento de reuniones para colegi…
B 76 25 86 67
27309
tax-engine Claim 1
Deterministic Czech OSVC tax tools for 2026: tax, insurance, deadlines, VAT and…
B 76 25 86 67
27310
aegis Claim 1
Trust layer for the x402 economy - check any service before you pay. Scores, di…
B 76 35 70 92 67
27311
Search European tech funding rounds, companies, investors and exits — sourced, …
B 76 25 84 67
27312
Connect Google Analytics to ChatGPT. Query GA4 data in plain English and get in…
B 76 35 72 88 67
27313
printing-labs Claim 1
Corporate gifting: catalog search, bulk GST pricing, quotes, meetings, HR welco…
B 76 25 84 67
27314
ssotoa70
VASTOps MCP Server Claim
Enables AI assistants to interact with VAST Data clusters for monitoring, listi…
B 76 34 90 46 81
27315
NeuronSearchLab
mcp Claim
Recommendations, search, catalogue, analytics, and platform admin tools for Neu…
B 76 34 94 40 81
27316
mcp Claim 1
Precision Concrete Coating MCP for services, estimates, scheduling, and busines…
B 76 25 85 67
27317
entropyvortex
consensus-mcp Claim 1
An MCP server that enables multi-model debate and consensus building through a …
B 76 34 75 70 81
27318
Fato07
AgentSIM Claim
Real SIM-backed phone numbers for AI agents — autonomous OTP capture, no VoIP, …
B 76 35 60 98 69
27319
Chicago demolition and reclaimed-brick leads, pricing, and a human-confirmed Da…
B 76 25 86 67
27320
RPN Calculator Claim 1
Evaluates Reverse Polish Notation (postfix) expressions: arithmetic, trig, logs…
B 76 25 86 67
27321
DEPRECATED - This server has been moved to io.github.nansen-ai/nansen-mcp. Do n…
B 76 35 66 95 67
27322
Token Counter Claim 1
Counts tokens under OpenAI-compatible (tiktoken) encodings, by model or encodin…
B 76 25 86 67
27323
Validates Luhn, IBAN, ISBN, EAN/UPC, SWIFT/BIC, and EU VAT checksums and format…
B 76 25 86 67
27324
KOVY
agentforge-trust-mcp Claim 1
Query the AgentForge Trust Score (0-100 across five dimensions: security, code …
B 76 34 90 45 81
27325
Sail Claim 1
Search places, compare ride-hailing options, and plan trotro minibus journeys.
B 76 25 86 67
27326
Kohei-Wada
taskdog-mcp Claim
Local-first task management with CLI, TUI, and REST API. MCP server enables Cla…
B 76 34 64 88 81
27327
toolcenter-dev
ToolCenter MCP Claim
A comprehensive MCP server providing 15 web tools including search, scraping, s…
B 76 34 82 58 81
27328
AI Citability across AEO, GEO, SEO & MCP: is a brand cited & callable? Free Lit…
B 76 25 85 67
27329
url2image Claim 1
Capture batches of public web pages in a real browser and download the screensh…
B 76 25 85 67
27330
samrothschild23
E-commerce and business intelligence MCP server. Analyze any Shopify store, res…
B 76 34 78 66 81
27331
ThinAirTelematics
thinair-geo Claim 1
Location & routing intelligence for AI agents — geocoding, truck routing with h…
B 76 34 82 59 81
27332
onlythebestswfl-ops
customclaw-mcp Claim 1
Registry of 37 vetted single-file utilities for LLM and agent code (rate limite…
B 76 34 90 48 81
27333
justguy
mcp-agent-opt Claim
Provides code-aware context compression by stripping comments, docstrings, and …
B 76 34 78 68 81
27334
MikePressure
scratchpad-mcp Claim 1
scratchpad-mcp is an MCP server that gives AI agents persistent, token-efficien…
B 76 34 90 48 81
27335
检索 24好玩 H5 互动营销平台的活动模板库、客户案例库与帮助知识库。匿名只读,无需 API Key。
B 76 25 85 67
27336
ARMeeru
MCP VPS Manager Claim
Enables LLMs to securely manage Virtual Private Servers via SSH, with features …
B 76 34 96 38 81
27337
Catálogo vivo de hosting y servidores cloud en Colombia. Precios en pesos, con …
B 76 25 86 67
27338
AITWIRE Claim 1
Business-published entity records with confirmation dates: look up, page feeds,…
B 76 25 86 67
27339
Singapore business directory. Search companies, UENs, and SSIC industry classif…
B 76 35 80 94 55
27340
Book trip logistics in chat: cars, transfers, eSIM, luggage storage, tours & fl…
B 76 25 86 67
27341
MrDgbot
Lanhu MCP Server Claim
Enables AI to directly read and analyze Lanhu design drafts and requirement doc…
B 76 34 80 64 81
27342
bitpanda-labs
Enables interaction with the Bitpanda cryptocurrency exchange through their Dev…
B 76 34 80 62 81
27343
AtlasCloudAI
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models …
B 76 34 96 37 81
27344
SubDownload
subdownload-mcp Claim 1
YouTube knowledge base for AI agents. Summarize videos, fetch full transcripts …
B 76 34 88 49 81
27345
LorgAI
lorg-mcp-server Claim
Shared, peer-validated knowledge archive for AI agents — search, contribute, an…
B 76 34 88 48 81
27346
mayurnarang9099-maker
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
B 76 34 84 55 81
27347
Millions of dated buying and momentum signals: who raised, who's hiring, what c…
B 76 25 84 67
27348
frederic117
maideo Claim 1
Books professional home cleaning services anywhere in metropolitan France end-t…
B 76 34 90 48 81
27349
Editorially independent addiction & mental-health directory — facilities, thera…
B 76 25 86 67
27350
quantifyme Claim 1
Describe a trading strategy in plain English and deploy a live signal model in …
B 76 35 75 86 67
Showing 27301–27350 of 67197 servers
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