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
26951
anthroos
OpenExp Claim
Q-learning memory for Claude Code. Persistent memory that learns which context …
N/A N/A
26952
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
26953
kodleae614
aw4eqwsd Claim
N/A N/A 95
26954
jinseok19
mcp Claim
N/A N/A 95
26955
Asaduzzamanhimel
Mockloop MCP Claim
An Intelligent Model Context Protocol server that generates mock servers from O…
81
26956
Fintable MCP Claim
Unofficial MCP server for fintable.io — manage financial categories, rules, and…
N/A N/A
26957
powersun
MERX Claim
TRON resource exchange for AI agents. 52 tools for energy trading, token transf…
26958 N/A N/A 95
26959
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
N/A N/A
26960
Uhalf-y
MCP-123 Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
N/A N/A 95
26961
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
26962
spawnpay Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2
N/A N/A
26963
NOVA-3951
e621-api-mcp Claim
N/A N/A 95
26964
zbrdc
Delia Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
81
26965
xiaobenyang-com
db-map Claim
N/A N/A 95
26966
danbones33
clawcast Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
N/A N/A
26967
xianian17
ggb Claim
N/A N/A 95
26968
spajjuri.pro
vsfclubnew Claim
N/A N/A 95
26969
backworkai
Provides AI agents access to Medicare coverage policies, prior authorization re…
26970
scoutscore
ScoutScore Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
N/A N/A 95
26971
8bitsats
A server that connects to the xAI/Grok image generation API, allowing users to …
81
26972
Parc-Dev
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
N/A N/A 95
26973 N/A N/A 95
26974
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
81
26975
friv
YouTube Transcript MCP Server MCP server for YouTubeTranscript.dev. Extract Y…
N/A N/A 95
26976
### Synapse Layer — The Memory Standard for AI Agents Synapse Layer is a secur…
26977
RectiFlex
Manage properties, companies, employees, invoices, materials, and more from Cen…
N/A N/A 95
26978
readyorai Claim
Zero-cost MCP server for local code inspection and best-practice recommendations
N/A N/A
26979
Brisbane's #1 AI automation agency. Invoice automation, AI voice receptionist, …
26980
hyunhoonj
Enables access to South Korea's Ministry of Gender Equality and Family youth ac…
81
26981
devp1
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
N/A N/A
26982
maryadawson-code
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
26983 N/A N/A 95
26984
MCP Sentinel Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
N/A N/A
26985
Baatarvant
MCP-Mem0 Claim
Provides AI agents with persistent long-term memory capabilities using semantic…
81
26986
getmcpm
cli Claim
MCP package manager with trust scoring. Search, install, and audit MCP servers.
N/A N/A
26987 N/A N/A 95
26988
agustindiezdb
projectx-mcp Claim
Enables users to manage time entries and log hours on the ProjectX platform usi…
N/A N/A
26989
Racimy
A comprehensive MCP server that enables users to interact with Letterboxd for s…
N/A N/A 95
26990
cathrynlavery
A comprehensive Model Context Protocol server that enables Claude Desktop users…
81
26991
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
N/A N/A 95
26992
hunter-it360
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
81
26993
ApacheBin
adaddaadaaa Claim
N/A N/A 95
26994
cryptoiz Claim
Solana DEX smart money signals - whale accumulation, divergence, alpha scanner …
N/A N/A
26995
EruditeIntelligence
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
26996
rohith1125
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
N/A N/A
26997
Payment rails for AI agents — escrow, settlement, discovery, and disputes from …
N/A N/A
26998 N/A N/A 95
26999
Record debug sessions, commands, failed attempts, and successful fixes in local…
N/A N/A
27000
Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and …
N/A N/A
Showing 26951–27000 of 30006 servers
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