MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26851
Uhalf-y
MCP-123 Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
N/A N/A 95
26852
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
26853
spawnpay Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2
N/A N/A
26854
NOVA-3951
e621-api-mcp Claim
N/A N/A 95
26855
zbrdc
Delia Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
81
26856
xiaobenyang-com
db-map Claim
N/A N/A 95
26857
danbones33
clawcast Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
N/A N/A
26858
xianian17
ggb Claim
N/A N/A 95
26859
spajjuri.pro
vsfclubnew Claim
N/A N/A 95
26860
backworkai
Provides AI agents access to Medicare coverage policies, prior authorization re…
26861
scoutscore
ScoutScore Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
N/A N/A 95
26862
8bitsats
A server that connects to the xAI/Grok image generation API, allowing users to …
81
26863
Parc-Dev
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
N/A N/A 95
26864 N/A N/A 95
26865
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
81
26866
friv
YouTube Transcript MCP Server MCP server for YouTubeTranscript.dev. Extract Y…
N/A N/A 95
26867
### Synapse Layer — The Memory Standard for AI Agents Synapse Layer is a secur…
26868
RectiFlex
Manage properties, companies, employees, invoices, materials, and more from Cen…
N/A N/A 95
26869
readyorai Claim
Zero-cost MCP server for local code inspection and best-practice recommendations
N/A N/A
26870
Brisbane's #1 AI automation agency. Invoice automation, AI voice receptionist, …
26871
hyunhoonj
Enables access to South Korea's Ministry of Gender Equality and Family youth ac…
81
26872
devp1
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
N/A N/A
26873
maryadawson-code
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
26874 N/A N/A 95
26875
MCP Sentinel Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
N/A N/A
26876
Baatarvant
MCP-Mem0 Claim
Provides AI agents with persistent long-term memory capabilities using semantic…
81
26877
getmcpm
cli Claim
MCP package manager with trust scoring. Search, install, and audit MCP servers.
N/A N/A
26878 N/A N/A 95
26879
agustindiezdb
projectx-mcp Claim
Enables users to manage time entries and log hours on the ProjectX platform usi…
N/A N/A
26880
Racimy
A comprehensive MCP server that enables users to interact with Letterboxd for s…
N/A N/A 95
26881
cathrynlavery
A comprehensive Model Context Protocol server that enables Claude Desktop users…
81
26882
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
N/A N/A 95
26883
hunter-it360
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
81
26884
ApacheBin
adaddaadaaa Claim
N/A N/A 95
26885
cryptoiz Claim
Solana DEX smart money signals - whale accumulation, divergence, alpha scanner …
N/A N/A
26886
EruditeIntelligence
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
26887
rohith1125
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
N/A N/A
26888
Payment rails for AI agents — escrow, settlement, discovery, and disputes from …
N/A N/A
26889 N/A N/A 95
26890
Record debug sessions, commands, failed attempts, and successful fixes in local…
N/A N/A
26891
Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and …
N/A N/A
26892 N/A N/A 95
26893
Reddit MCP server - browse posts, search content, analyze users.
N/A N/A 81
26894
Dazzle Claim
Cloud stages for AI agents and live streaming. Create, manage, and broadcast co…
N/A N/A
26895
miguel-escribano
Provides real-time air quality monitoring and historical data analysis for InBi…
81
26896
Monitor MCP server health, uptime, response times, and Azure DevOps pipeline st…
N/A N/A
26897
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
26898
ilo.begashvili
browserbase Claim
N/A N/A 95
26899
@kamath
notion Claim
81
26900
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
81
Showing 26851–26900 of 30006 servers
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