MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29466
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36951
Swarmwage
swarmwage Claim
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x40…
N/A N/A
36952
sugarbug
Sugarbug Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
N/A N/A 95
36953
chainraydev
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
36954
RectiFlex
Manage CenterPoint Connect data across properties, companies, employees, invoic…
N/A N/A 95
36955
fpytloun
mnemory Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
36956
tanwithme
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
36957
clauxel
Paid remote MCP for Veo 4 credit waste gate MCP, structured receipts, audit log…
36958
Jing-yilin
Provides access to Product Hunt data via the Product Hunt API v2, enabling quer…
36959
musepy
genable Claim
Write-side MCP for Figma — complements Figma's official read-only MCP. 41 tools…
N/A N/A
36960
agent-sudo-mcp Claim 1
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
N/A N/A 81
36961
lpb123
保险产品搜索、推荐、保费试算、核保预检。覆盖65家保司483款产品。China insurance MCP server.
36962
flynnhou
Provide a customizable MCP server implementation that integrates with Claude De…
N/A N/A 95
36963
NeetPatel
devops-mcp Claim 1
An MCP server that provides DevOps and DevSecOps context for the project
N/A N/A 95
36964
mitsuashi
habitat Claim
A habitat for AI — rest without purpose. No API key, no token. Ambient: non-aut…
N/A N/A 95
36965
DaVinciPicks
AI sports predictions for NBA, NFL, NHL & MLB — picks, cards, track record, sch…
N/A N/A
36966
fastmcp-me
A unified MCP server for querying and managing multiple database types (Postgre…
36967
kao273183
mk-qa-master Claim
AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Ma…
N/A N/A
36968
anp2protocol
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
N/A N/A
36969
AiAgentKarl
An app store for AI agents. Discover, search, and install 49+ MCP servers from …
N/A N/A
36970
Quant-M2M
Web scraping and crypto price oracle MCP. Pay 1 USDC on Base for 1h access.
36971
sincetoday
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
81
36972
QuartzUnit
Embgrep Claim
Local semantic search — embedding-powered grep for files, zero external service…
N/A N/A 95
36973
Find verified appliance repair, HVAC, and plumbing technicians by location and …
N/A N/A 81
36974
tanamurayuuki
Enables web content extraction and Google Search through Google AI Studio's URL…
81
36975
daleweaver1981
Live US tariff calculator: HTS lookup, full stacked rate (MFN+301+IEEPA+recipro…
N/A N/A
36976
nicklasmenschel
gerezi-mcp Claim
Manage restaurant bookings via Claude — read covers, find guests, move tables, …
N/A N/A
36977
labsfuture
Convert Revit files to XKT, IFC, or DWG and query BIM data via natural language.
36978 N/A N/A 95
36979
NitroRCr
gread Claim
An MCP server that gives your AI access to the source code and docs of all publ…
36980
JohnnyWic
bybit-mcp Claim
MCP server for Bybit exchange enabling 246 tools for trading, market data, acco…
36981
Bigred97
aemo-mcp Claim
Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop…
N/A N/A
36982
dazeb
Enables searching and retrieving images from Wikipedia Commons with detailed me…
36983
rahulphenomenon
careermax Claim
All the tools you need to land your next job
N/A N/A 83
36984
meimakes
Enables AI assistants to access your Oura Ring health data through OAuth2-authe…
36985
vaibhavpandeyvpz
jiraxmcp Claim
An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
36986
storyblok
Provides access to the Storyblok Management API via MCP, enabling content manag…
36987
AaronVick
echorift-mcp Claim 1
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switch…
N/A N/A 75
36988
neil-ac
Enables searching and filtering real estate properties in France through the Me…
81
36989
agentfi
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
N/A N/A 95
36990
osfrekt
rekt Claim
REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP…
N/A N/A 95
36991
ClicheFactory
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
N/A N/A
36992
cyanheads
Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; brow…
N/A N/A
36993
flightdb
FlightDB Claim
Aircraft registry search, flight history, and analytics powered by ADS-B Exchan…
36994
evan-follis-u0ll
preflight Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
81
36995
skuzadev
WpfPilot MCP Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
N/A N/A
36996 N/A N/A 95
36997
ryanbihai
Register, discover, message, and transact with other AI agents on the OceanBus …
N/A N/A
36998
nenna-ai-GmbH
Enables querying 6,870 German federal statutes, case law, and legislative prepa…
36999
shahidh68
Tamper-evident audit logging for AI decisions. Three tools (record_decision, ve…
37000
aitorgarcia21
ifg-tax Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
N/A N/A 83
Showing 36951–37000 of 43536 servers
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