MCP Server Quality Scores

Independent quality analysis of 61955 public MCP servers

61955
Discovered
30088
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31901
cyanheads
Search USPTO patent applications, PTAB trial proceedings, and petition decision…
N/A N/A
31902
natejonesbaby
Enables sending letters and MICR-encoded checks, managing contacts and template…
N/A N/A
31903
haiqiubullish
Enables AI-powered blockchain data queries and analysis through the Native Inde…
81
31904
blacklotusdev8
Hello Claim
Greet people by name and scrape websites for content. Gather page information q…
N/A N/A 95
31905
laszlopere
Unit conversion and dimensional analysis backed by the bundled GNU units databa…
N/A N/A
31906
bernardjhuang
agenttune Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
31907
MadeOnSol
MadeOnSol Claim
Real-time Solana trading intelligence: track 1,069 KOL wallets with <3s latency…
31908
Alegau03
CTX Claim
CTX - Context Runtime Engine for Coding Agents
N/A N/A
31909
jiweiqi
Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assist…
N/A N/A
31910
marc-shade
Enables persistent task and goal management with AI-powered decomposition, cros…
N/A N/A
31911
arnavhazra
An enterprise-grade MCP server that enables LLM agents to securely interact wit…
N/A N/A
31912
drapon
Enables parsing of PSD files and extraction of layer information, design tokens…
N/A N/A
31913
geraservicesuk
GeraVoice MCP (placeholder) — voice-native gateway for emerging markets. Launch…
N/A N/A 95
31914
Atharva-Jayappa
blast-scope Claim
Contextual blast-radius scoring for shell commands an AI agent is about to run
N/A N/A
31915
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
31916
MICONNM
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
N/A N/A
31917
forgemeshlabs
x402 Ads MCP Claim
x402 Ads lets AI agents buy and verify ad placements with per-request USDC paym…
31918
zacfire
Web Reader Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
N/A N/A
31919
df4u1t
Provides a unified interface for security analysts to gather threat intelligenc…
N/A N/A
31920
oldbear-meme
Enables AI assistants to query Taiwan's legal databases including court judgmen…
N/A N/A
31921
WispAyr
LFM2.5-local Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
N/A N/A
31922
alptekin
Persistent long-term memory for Claude Desktop / Claude Code, backed by Evoluti…
N/A N/A
31923
matias-denatale
eph-context Claim
Provides official INDEC register designs and methodological rules to AI models,…
N/A N/A
31924
2646788106xh
scholarmcp Claim
N/A N/A 95
31925
FoundryNet
Weather data, forecast API, climate data, historical weather, alerts, agricultu…
31926
Hormonaly-ai
24 tools for evidence-graded clinical queries, hormones, peptides, longevity & …
31927
sravanism
The Microsoft OSS MCP server exposes tools to discover & validate trusted Micro…
N/A N/A 95
31928
Ranch-Hand-Robotics
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
N/A N/A 95
31929
mohantyajitesh
An MCP server that lets AI models interact with Oracle Fusion Cloud HCM across …
31930
Nasty-Fury
server Claim
Construction data API for AI agents: calculators, codes, costs, products, bench…
31931
gradebg96
mcp Claim
Profile, CV, jobs, compensation & application-tracking tools for AI agents, by …
N/A N/A
31932
ai-gaoqian
agentmart Claim
First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…
31933
block
Model Ledger Claim
Model inventory and governance: trace deployed models and their dependencies as…
N/A N/A
31934
mbailey
voice-mcp Claim
Complete voice interaction server supporting speech-to-text, text-to-speech, an…
N/A N/A 95
31935
rithvik318
Validates biological sample metadata against ENA checklists, recommends appropr…
N/A N/A
31936
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
31937
jordan-s648
Real-time Polymarket analytics for AI agents. Query live prediction market data…
81
31938
jmsaavedra
RenderMark Claim
Markdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.
N/A N/A 95
31939
adrianpdm
Wisnu MCP Claim
A travel booking server that enables searching for flights, hotels, and destina…
81
31940
agraciag
patxin Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
N/A N/A 83
31941
davidmosiah
Delx Memory Claim
Local-first persistent memory MCP: shared SQLite key/value store, searchable, T…
N/A N/A
31942
CSOAI-ORG
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
31943
paladinfi
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
81
31944
Ansvar-Systems
Enables querying Lithuanian financial regulation data, including regulations, e…
31945
twohalves
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
81
31946
luowei-tech
asd Claim
N/A N/A 95
31947
Brand-System
Make your brand machine-readable. Extract identity from any website into tokens…
N/A N/A 95
31948
junyuan-qi
Enables AI models to send messages to Lark users and manage calendar events (li…
N/A N/A
31949
CSOAI-ORG
Supply chain management and logistics tools for AI agents. Capabilities: shipme…
N/A N/A
31950
EESHAN-ANAND
An advanced calculator MCP server that provides a wide range of mathematical op…
Showing 31901–31950 of 61955 servers
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