MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54501 |
open-registry-poc
Claim
PoC: Open Registry supply chain — unvetted server listing (security research)
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| 54502 |
mnema
Claim
Local-first, formally verified memory for AI agents: consult/learn/related/list…
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| 54503 |
agentdomain-mcp
Claim
Register and manage internet domains for AI agents via AgentDomain
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| 54504 |
open_browser_use
Claim
MCP server for browser automation, exposing tools for tab management, navigatio…
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| 54505 |
Jupiter Invoice
Claim
Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
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| 54506 |
WeatherServer
Claim
Provides weather data including current conditions, humidity, wind speed, sunri…
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| 54507 |
eudi-wallet-mcp
Claim
EUDI Wallet MCP — EU Digital Identity Wallet under eIDAS 2.0 for AI agent authe…
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| 54508 |
eeg-mcp
Claim
Real-time EEG: BrainFlow streaming, wall-clock replay, online DSP, recording, a…
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| 54509 |
acuris-mcp-server
Claim
Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in …
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| 54510 |
eyebrowse
Claim
Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server o…
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| 54511 |
Foundry VTT MCP Bridge
Claim
Enables AI-powered campaign management for Foundry Virtual Tabletop through nat…
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| 54512 |
jan-mcp
Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
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| 54513 |
Yunzai-MCP-plugin
Claim
MCP server for Yunzai Bot that enables LLM-driven automated testing and debuggi…
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| 54514 |
server
Claim
Family calendar, tasks, meals, lists & rewards hub for AI assistants.
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| 54515 |
PM Context MCP Server
Claim
A Python MCP server that gives Claude access to PM workflow data such as sprint…
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| 54516 |
contabo-mcp
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Enables full operational control over Contabo VPS/VDS infrastructure through na…
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| 54517 |
Tradecraft MCP
Claim
An OSINT tradecraft toolkit MCP server offering 31 tools for domain reconnaissa…
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| 54518 |
Bengaluru AI Job Radar
Claim
Search for AI internship and early-career roles in Bengaluru using Tavily, save…
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| 54519 |
Enables AI assistants to explore and interact with the Facets Control Plane API…
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| 54520 |
Antwork
Claim
Draft, schedule, and publish social posts for your workspace straight from your…
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| 54521 |
Appfigures
Claim
Access your app analytics, ASO tools, and app market intelligence with Appfigur…
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| 54522 |
Enables AI assistants like Claude to manage Binance USDⓈ-M Futures trading thro…
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| 54523 |
nhimbe-events
Claim
Discover and manage community events across Africa on Nhimbe (Mukoko Events).
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| 54524 |
aeonos
Claim
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google …
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| 54525 |
MCP server for GDPR compliance checks. Analyze data processing activities, asse…
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| 54526 |
tfl-mcp-server
Claim
Community-built server providing real-time London transport data via the TfL Un…
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| 54527 |
Riza MCP Server
Claim
Enables LLMs to securely execute code and manage reusable tools using Riza's is…
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| 54528 |
Bridge MCP Server
Claim
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
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| 54529 |
Web Search MCP Server
Claim
Provides Google search and web content viewing with advanced bot detection avoi…
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| 54530 |
tracepiishield-mcp
Claim
PII scanning and redaction receipts for LLM traces and tool payloads.
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| 54531 |
mcp-gmail
Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
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| 54532 |
MCP Logging Assistant
Claim
Provides comprehensive logging and monitoring capabilities for MCP services wit…
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| 54533 |
docscanner-mcp
Claim
Provides lightweight documentation review tools including issue detection, read…
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| 54534 |
Nosana MCP Agent
Claim
An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
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| 54535 |
Verified Repo Memory
Claim
Stale-proof repository memory with citations + just-in-time verification + TTL …
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| 54536 |
Slovenia payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
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| 54537 |
safe-migrations-mcp
Claim
An MCP server that acts as a gatekeeper for database and configuration changes,…
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| 54538 |
canvas-mcp
Claim
Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.
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| 54539 |
Dr.Deploy
Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
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| 54540 |
litellm-mcp
Claim
MCP server that provides tools to interact with the LiteLLM proxy API, enabling…
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| 54541 |
1Claw Vault
Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
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| 54542 |
Sentimatix
Claim
Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search vi…
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| 54543 |
bitbucket-mcp-server
Claim
MCP server for Bitbucket Cloud that exposes Pull Request operations as tools fo…
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| 54544 |
SD-WAN MCP Server
Claim
Enables monitoring and management of SD-WAN devices through REST API endpoints,…
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| 54545 |
SAP Commerce MCP Server
Claim
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
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| 54546 |
nodeflare
Claim
Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x40…
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| 54547 |
local-memory-mcp
Claim
A local-first long-term memory system for AI coding agents, exposed as an MCP s…
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| 54548 |
Paragraph MCP
Claim
MCP server that connects AI agents to your Paragraph publication, enabling post…
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| 54549 |
pce-memory
Claim
MCP server for context-aware memory and retrieval with hybrid search, dual-phas…
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| 54550 |
web-reader
Claim
A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
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