MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64501 |
mneme
Claim
Persistent long-term memory for AI agents via MCP, saving 80-90% memory-related…
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| 64502 | — | |||||||||
| 64503 |
ReelFarm MCP Server
Claim
Enables creating slideshows, managing automations, publishing to TikTok, and se…
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| 64504 |
epiis-mcp-server
Claim
An MCP server for academic management of the EPIIS program, enabling AI-powered…
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| 64505 |
keyper
Claim
Encrypts and stores API keys and environment variables locally, providing them …
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| 64506 |
Aiven MCP
Claim
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all fro…
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| 64507 |
Bitcoin Data MCP Server
Claim
Enables Bitcoin blockchain data retrieval and analysis through free APIs, inclu…
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| 64508 |
ai-usage-metrics-mcp
Claim
A MCP server for tracking AI usage metrics and structured logs across applicati…
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| 64509 |
familia-mcp
Claim
Provides tools for managing Kenyan family legal matters including inheritance, …
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| 64510 |
Trello MCP Server
Claim
Provides programmatic access to Trello's API to manage boards, lists, cards, an…
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| 64511 |
agnes-mcp
Claim
MCP server that exposes Agnes AI's text, image, video, and multimodal capabilit…
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| 64512 |
claude-slack-to-notion
Claim
Enables automatic collection and AI analysis of Slack messages to create organi…
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| 64513 |
Privy MCP Server
Claim
Enables AI agents to create wallets, sign transactions, and manage blockchain o…
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| 64514 |
FreshRSS MCP Server
Claim
Enables AI assistants to interact with FreshRSS feeds via the Fever API, allowi…
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| 64515 |
mcp-arcgis-charleston
Claim
Enables searching and querying Charleston County, South Carolina open geospatia…
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| 64516 |
Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools in…
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| 64517 |
chrome-mcp-server
Claim
Bridges Chrome DevTools with Cursor AI to enable debugging and monitoring, incl…
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| 64518 |
Fpl Universal MCP Server
Claim
Provides a standardized interface for interacting with Fpl's tools and services…
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| 64519 |
SmartLead MCP Server
Claim
Enables cold email marketing automation with campaign management, lead tracking…
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| 64520 |
A connector that surfaces ~50 tools from 10+ integrated business systems (CRM, …
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| 64521 |
Context Snipe
Claim
Deterministic dependency + CVE context for AI coding tools, over the Model Cont…
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| 64522 |
Provides a standardized interface for interacting with Slack's tools and servic…
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| 64523 |
mev-history-mcp
Claim
MCP server for EVM MEV history, offering pay-per-call endpoints to check wallet…
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| 64524 |
Evernote MCP Server
Claim
A Python MCP server that gives AI assistants full access to your Evernote accou…
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| 64525 |
kaist-beast-baseball-mcp
Claim
Collects baseball league data from gameone.kr and enables Claude Desktop to per…
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| 64526 |
Brevo MCP Server
Claim
MCP server for Brevo email marketing platform enabling campaign management, ana…
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| 64527 |
Infisical MCP
Claim
FastMCP server for managing a self-hosted Infisical instance, exposing tools to…
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| 64528 |
mcp-desktop
Claim
macOS desktop automation enabling AI agents to screenshot, switch apps and tabs…
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| 64529 |
@kimagure-dd/xirr-mcp
Claim
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
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| 64530 |
xunfeiPpt MCP Server
Claim
Enables PPT generation using iFlytek Zhiwen API, supporting multiple transport …
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| 64531 |
RHOAI Observability MCP
Claim
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
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| 64532 |
w3-mcp-server-qdrant
Claim
Python MCP server for vector search using Qdrant vector database and Ollama emb…
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| 64533 |
mcp-server-panchangam
Claim
Telugu Panchangam for AI assistants: daily panchangam, muhurta windows, tarabal…
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| 64534 |
Dog API MCP Server
Claim
Enables interaction with the Dog API through natural language, supporting opera…
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| 64535 |
MCP VRBO
Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
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| 64536 |
TrainingPeaks MCP Server
Claim
A Model Context Protocol server for TrainingPeaks with an analytics focus — ena…
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| 64537 |
mcptools
Claim
An all-in-one MCP server for local LLMs that provides live web access, math, sh…
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| 64538 |
BlockDAG MCP Server
Claim
Brings BlockDAG blockchain data to AI assistants, enabling natural language que…
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| 64539 |
DocSmith MCP Server
Claim
MCP server that provides semantic search, graph query, and keyword search tools…
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| 64540 |
fastapi-sse-mcp
Claim
A FastAPI MCP server that uses Server-Sent Events as a transport layer, providi…
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| 64541 |
2hr-jobs-mcp-server
Claim
MCP server for Polish IT job board 2hr.pl, enabling job search, salary analysis…
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| 64542 |
memos-mcp-server
Claim
Bridges MCP-compatible IDEs to a local MemOS instance, enabling notes from edit…
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| 64543 |
auravms-mcp
Claim
MCP server for AuraVMS that enables agents to manage RFQs, supplier quotes, and…
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| 64544 |
pontal-mcp
Claim
Remote MCP server exposing Monday.com tools for leads and work namespaces via s…
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| 64545 |
An MCP server specialized for Data Flow Diagrams, enabling AI assistants to pro…
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| 64546 |
FAA Delays MCP
Claim
Provides live US airport operational status and delay data from the FAA, free a…
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| 64547 |
Enables searching and retrieving Minecraft Wiki content in multiple formats (wi…
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| 64548 |
adaptive-agent-mcp
Claim
A self-evolving RAG system that enables AI agents to autonomously read and writ…
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| 64549 |
24htrack-mcp
Claim
Track packages across 3,200+ carriers (USPS, UPS, FedEx, DHL, China Post, UniUn…
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| 64550 |
registry-tools
Claim
Search and resolve MCP server packages on the mpak registry, enabling agents to…
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