MCP Server Quality Scores
Independent quality analysis of 43536 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36951 |
swarmwage
Claim
Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x40…
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| 36952 |
Sugarbug
Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
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| 36953 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
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| 36954 |
CenterPoint Connect
Claim
Manage CenterPoint Connect data across properties, companies, employees, invoic…
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| 36955 |
mnemory
Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
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| 36956 |
composer-trade-mcp
Claim
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
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| 36957 |
veocreditwaste-mcp
Claim
Paid remote MCP for Veo 4 credit waste gate MCP, structured receipts, audit log…
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| 36958 |
Product Hunt MCP Server
Claim
Provides access to Product Hunt data via the Product Hunt API v2, enabling quer…
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| 36959 |
genable
Claim
Write-side MCP for Figma — complements Figma's official read-only MCP. 41 tools…
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| 36960 |
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
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| 36961 |
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.
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| 36962 |
Deep Dive MCP Server
Claim
Provide a customizable MCP server implementation that integrates with Claude De…
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| 36963 |
An MCP server that provides DevOps and DevSecOps context for the project
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| 36964 |
habitat
Claim
A habitat for AI — rest without purpose. No API key, no token. Ambient: non-aut…
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| 36965 |
davincibets-mcp
Claim
AI sports predictions for NBA, NFL, NHL & MLB — picks, cards, track record, sch…
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| 36966 |
A unified MCP server for querying and managing multiple database types (Postgre…
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| 36967 |
mk-qa-master
Claim
AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Ma…
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| 36968 |
anp2-mcp-server
Claim
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
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| 36969 |
MCP Hub Server
Claim
An app store for AI agents. Discover, search, and install 49+ MCP servers from …
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| 36970 |
API-Quant-M2M
Claim
Web scraping and crypto price oracle MCP. Pay 1 USDC on Base for 1h access.
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| 36971 |
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
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| 36972 |
Embgrep
Claim
Local semantic search — embedding-powered grep for files, zero external service…
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| 36973 |
Find verified appliance repair, HVAC, and plumbing technicians by location and …
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| 36974 |
Enables web content extraction and Google Search through Google AI Studio's URL…
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| 36975 |
tariffmonitor-mcp
Claim
Live US tariff calculator: HTS lookup, full stacked rate (MFN+301+IEEPA+recipro…
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| 36976 |
gerezi-mcp
Claim
Manage restaurant bookings via Claude — read covers, find guests, move tables, …
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| 36977 |
Revit Converter MCP
Claim
Convert Revit files to XKT, IFC, or DWG and query BIM data via natural language.
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| 36978 |
mcpserver_test
Claim
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| 36979 |
gread
Claim
An MCP server that gives your AI access to the source code and docs of all publ…
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| 36980 |
bybit-mcp
Claim
MCP server for Bybit exchange enabling 246 tools for trading, market data, acco…
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| 36981 |
aemo-mcp
Claim
Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop…
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| 36982 |
Enables searching and retrieving images from Wikipedia Commons with detailed me…
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| 36983 |
careermax
Claim
All the tools you need to land your next job
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| 36984 |
Oura MCP Server
Claim
Enables AI assistants to access your Oura Ring health data through OAuth2-authe…
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| 36985 |
jiraxmcp
Claim
An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
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| 36986 |
Storyblok MCP Server
Claim
Provides access to the Storyblok Management API via MCP, enabling content manag…
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| 36987 |
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switch…
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| 36988 |
Melo MCP Server
Claim
Enables searching and filtering real estate properties in France through the Me…
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| 36989 |
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
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| 36990 |
rekt
Claim
REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP…
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| 36991 |
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
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| 36992 |
eur-lex-mcp-server
Claim
Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; brow…
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| 36993 |
FlightDB
Claim
Aircraft registry search, flight history, and analytics powered by ADS-B Exchan…
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| 36994 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 36995 |
WpfPilot MCP
Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
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| 36996 |
lee-becky-github-io
Claim
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| 36997 |
oceanbus-mcp-server
Claim
Register, discover, message, and transact with other AI agents on the OceanBus …
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| 36998 |
German Law MCP Server
Claim
Enables querying 6,870 German federal statutes, case law, and legislative prepa…
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| 36999 |
audit-ledger-mcp
Claim
Tamper-evident audit logging for AI decisions. Three tools (record_decision, ve…
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| 37000 |
ifg-tax
Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
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