MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26951 |
OpenExp
Claim
Q-learning memory for Claude Code. Persistent memory that learns which context …
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| 26952 |
endiagram
Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
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| 26953 |
aw4eqwsd
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| 26954 |
mcp
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| 26955 |
Mockloop MCP
Claim
An Intelligent Model Context Protocol server that generates mock servers from O…
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| 26956 |
Fintable MCP
Claim
Unofficial MCP server for fintable.io — manage financial categories, rules, and…
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| 26957 |
MERX
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TRON resource exchange for AI agents. 52 tools for energy trading, token transf…
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| 26958 |
whatismyadaptor
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| 26959 |
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
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| 26960 |
MCP-123
Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
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| 26961 |
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
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| 26962 |
spawnpay
Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2
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| 26963 |
e621-api-mcp
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| 26964 |
Delia
Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
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| 26965 |
db-map
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| 26966 |
clawcast
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AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
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| 26967 |
ggb
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| 26968 |
vsfclubnew
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| 26969 |
Verity MCP Server
Claim
Provides AI agents access to Medicare coverage policies, prior authorization re…
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| 26970 |
ScoutScore
Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
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| 26971 |
A server that connects to the xAI/Grok image generation API, allowing users to …
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| 26972 |
Task Breakdown
Claim
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
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| 26973 |
smithery-mcp-server
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| 26974 |
gRPC MCP Server
Claim
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
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| 26975 |
youtube-transcript-dev
Claim
YouTube Transcript MCP Server
MCP server for YouTubeTranscript.dev. Extract Y…
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| 26976 |
Synapse Layer
Claim
### Synapse Layer — The Memory Standard for AI Agents
Synapse Layer is a secur…
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| 26977 |
CenterPoint Connect
Claim
Manage properties, companies, employees, invoices, materials, and more from Cen…
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| 26978 |
readyorai
Claim
Zero-cost MCP server for local code inspection and best-practice recommendations
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| 26979 |
SmartBot AI Agency
Claim
Brisbane's #1 AI automation agency. Invoice automation, AI voice receptionist, …
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| 26980 |
Enables access to South Korea's Ministry of Gender Equality and Family youth ac…
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| 26981 |
personalinsights-feed
Claim
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
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| 26982 |
IntegrityPulse FinOps
Claim
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
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| 26983 |
pozank-stock-server
Claim
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| 26984 |
MCP Sentinel
Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
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| 26985 |
MCP-Mem0
Claim
Provides AI agents with persistent long-term memory capabilities using semantic…
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| 26986 |
cli
Claim
MCP package manager with trust scoring. Search, install, and audit MCP servers.
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| 26987 |
loggly-mcp-server
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| 26988 |
projectx-mcp
Claim
Enables users to manage time entries and log hours on the ProjectX platform usi…
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| 26989 |
Letterboxd MCP Server
Claim
A comprehensive MCP server that enables users to interact with Letterboxd for s…
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| 26990 |
Tally MCP Server
Claim
A comprehensive Model Context Protocol server that enables Claude Desktop users…
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| 26991 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 26992 |
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
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| 26993 |
adaddaadaaa
Claim
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| 26994 |
cryptoiz
Claim
Solana DEX smart money signals - whale accumulation, divergence, alpha scanner …
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| 26995 |
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
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| 26996 |
sentinel-execution-mcp
Claim
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
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| 26997 |
agirails-mcp-server
Claim
Payment rails for AI agents — escrow, settlement, discovery, and disputes from …
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| 26998 |
wartegonline-mcp
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| 26999 |
MCP Debug Recorder
Claim
Record debug sessions, commands, failed attempts, and successful fixes in local…
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| 27000 |
Open Computer Use
Claim
Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and …
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