MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65601 |
OpLab MCP Server
Claim
Provides access to Brazilian financial market data through OpLab APIs, enabling…
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| 65602 |
SMS en Masse
Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
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| 65603 |
YingDao RPA MCP Server
Claim
Enables AI to execute RPA applications and workflows through the Model Context …
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| 65604 |
Revenue-management tools for AI agents: seat protection, overbooking, pricing, …
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| 65605 |
Sato Kit
Claim
Prepare -> execute for onchain agent actions: policy pre-flight, simulation, re…
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| 65606 |
yummy-research-mcp
Claim
Exposes overseas and domestic macro/market statistics as MCP tools, including m…
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| 65607 |
notes-mcp-server
Claim
Provides MCP tools to create and retrieve notes stored in memory.
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| 65608 |
mcp-mempool-space
Claim
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
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| 65609 |
Presentation Agent MCP
Claim
A TypeScript-based MCP server that automatically generates structured technical…
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| 65610 |
Chipp: create, publish, version, chat with and move agents; system prompt, mode…
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| 65611 |
symbiopulse
Claim
SymbioPulse is an MCP-first context layer for AI coding agents that builds pers…
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| 65612 |
MCP Omni-Tool
Claim
A single MCP server that provides dynamic access to thousands of APIs through d…
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| 65613 |
SmartPro MCP Server
Claim
A basic skeleton for building MCP servers with Supabase-based authentication, R…
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| 65614 |
AgentData MCP Server
Claim
Connects AI agents to AgentData's company intelligence platform, enabling natur…
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| 65615 |
bepaid-mcp
Claim
MCP server for bePaid payment gateway enabling payment operations including cre…
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| 65616 |
yandex-direct-mcp
Claim
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
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| 65617 |
SoundCloud MCP
Claim
Enables uploading and managing SoundCloud tracks via the official API, with sup…
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| 65618 |
Google-MCP-Server
Claim
Enables appending text to Google Docs and creating Gmail drafts via OAuth 2.0.
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| 65619 |
mcp-guardian
Claim
Scans MCP tool descriptions for prompt injection attacks, including cross-tool …
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| 65620 |
Enables natural language file operations and intelligent file analysis via MCP,…
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| 65621 |
MongoDB MCP Server
Claim
Enables AI agents to interact with MongoDB databases and MongoDB Atlas, support…
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| 65622 |
moneys3-mcp
Claim
MCP server for connecting AI clients to the Money S3 accounting system via Grap…
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| 65623 |
FIO Bank MCP Server
Claim
Enables AI assistants like Claude to access FIO Bank account transactions via t…
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| 65624 |
A server that enables searching for events, venues, and attractions through the…
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| 65625 |
MCP Weather Workshop
Claim
A step-by-step workshop for building an MCP server that provides weather tools …
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| 65626 |
mcp-gera-mind
Claim
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 20…
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| 65627 |
n2-qln
Claim
QLN is a semantic tool router that enables AI agents to access thousands of too…
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| 65628 |
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
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| 65629 |
py-mcp-students
Claim
Enables LLMs to manage student records through natural language by wrapping a s…
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| 65630 |
datadog-mcp
Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
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| 65631 |
agent-memory
Claim
Provides long-term memory for AI agents with per-user scoped recall, ranking by…
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| 65632 |
Yandex Direct Manager
Claim
MCP-коннектор для Яндекс Директа: управляйте кампаниями и аналитикой из Claude …
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| 65633 |
spm-analyzer-mcp
Claim
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| 65634 |
utm-helper-mcp
Claim
MCP server for generating consistent UTM-tagged links based on an authoritative…
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| 65635 |
mcp-zen
Claim
Lets MCP clients control a live Zen/Firefox browser to navigate, click, fill fo…
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| 65636 |
top-gun-audit
Claim
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
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| 65637 |
agentbodega
Claim
Live catalog of x402-payable HTTP tools from AgentBodega: search, public data, …
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| 65638 |
Omotenashi QR MCP Server
Claim
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
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| 65639 |
Enables AI agents to send emails and append content to Google Docs using Gmail …
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| 65640 |
MCP server that delegates Claude Code subagents to alternative backends such as…
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| 65641 |
Meeting Notes MCP Server
Claim
A self-hosted MCP server for storing, searching, and querying meeting notes wit…
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| 65642 |
Odds API MCP Server
Claim
An MCP server that connects Claude Desktop to The Odds API, giving Claude real-…
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| 65643 |
web-basics-mcp
Claim
A self-hosted MCP server providing web search and URL fetching tools, running l…
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| 65644 |
universal-memory-service
Claim
Self-hosted service providing unified memory search and write operations across…
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| 65645 |
Domain memory
Claim
A local MCP server that accumulates the business-domain knowledge of a software…
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| 65646 |
aegea-drive-mcp
Claim
Enables management of Google Drive files, Docs, Sheets, and Slides through natu…
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| 65647 |
cloud-command
Claim
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
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| 65648 |
isk-hub
Claim
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| 65649 |
@yoyo-bot/mcp
Claim
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
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| 65650 |
Weather MCP Server
Claim
Enables fetching current temperature for any city using the Open-Meteo API, req…
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