MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 47451 |
CyberQuant MCP Server
Claim
MCP server for CyberQuant data sharing platform that enables AI assistants to d…
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| 47452 |
SOMA MCP
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A private, self-hosted MCP server that wraps a retrieval pipeline over your own…
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| 47453 |
llauncher
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Manages llama.cpp llama-server instances with tools for lifecycle management, c…
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| 47454 |
slack-messages
Claim
Enables fuzzy searching and browsing of Slack messages, users, and channels via…
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| 47455 |
sf-docs-mcp
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Enables LLM agents to search, read, and query Salesforce documentation across 1…
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| 47456 |
Crypto Tax MCP
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Cost basis tracking, capital gains calculation, and 1099-DA reconciliation for …
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| 47457 |
Apeiron
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Unlimited web access MCP server for AI agents, enabling search, fetch, and lear…
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| 47458 |
Google Drive MCP Server
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Enables comprehensive Google Drive integration through MCP, supporting file man…
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| 47459 |
mev-history-mcp
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Pay-per-call MCP server for checking MEV exposure, sandwich attacks, and pool M…
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| 47460 |
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
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| 47461 |
openrct2-mcp
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Bridges a running OpenRCT2 game to AI agents, enabling them to read park state,…
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| 47462 |
Todoist MCP Helper
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Connect AI agents to your Todoist tasks via the Model Context Protocol (MCP).
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| 47463 |
SimpleMCP
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A lightweight MCP server that auto-discovers tool kits, enabling tools like SQL…
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| 47464 |
notebooklm-mcp
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An MCP server that enables Claude to interact with Google NotebookLM via browse…
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| 47465 |
VibeVoice TTS Server
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An OpenAI-compatible text-to-speech API server that enables voice cloning, long…
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| 47466 |
@byterover/umami-mcp
Claim
A read-only MCP server for Umami analytics, enabling natural language queries o…
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| 47467 |
pypddlengine
Claim
Enables AI agents to interactively explore PDDL planning problems by exposing a…
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| 47468 |
Enables digital forensics investigation by exposing SANS SIFT tools (The Sleuth…
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| 47469 |
WordPress MCP Server
Claim
Enables AI to manage WordPress sites with 190+ tools for complete control over …
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| 47470 |
GDELT MCP Server
Claim
Provides access to the GDELT DOC 2.0 API for searching global news articles and…
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| 47471 |
API Creator MCP
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Generates complete, production-ready REST, GraphQL, and microservice APIs with …
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| 47472 |
wandb-mcp-server
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Query and analyze your Weights & Biases data using natural language through the…
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| 47473 |
oriel
Claim
Safety-gated AI control of Docker and Colima: containers, images, volumes, netw…
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| 47474 |
mitre-mcp
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Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique looku…
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| 47475 |
Webpage MCP Server
Claim
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
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| 47476 |
@hyperwhisper/mcp
Claim
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
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| 47477 |
MakeSlates MCP Server
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Enables AI-powered slide deck creation using natural language, allowing users t…
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| 47478 |
mcp
Claim
Deploy files, sites, and Dockerfile apps to live URLs + private drives for agen…
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| 47479 |
FEFLOW MCP Server
Claim
Enables AI assistants to control FEFLOW 7.5 groundwater simulation software thr…
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| 47480 |
Slack MCP Server
Claim
A read-only MCP server that enables AI assistants to access Slack workspace dat…
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| 47481 |
ai-journal
Claim
A local MCP server for journaling, organizing, and recalling your work. It capt…
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| 47482 |
LinkedIn MCP Server
Claim
Enables AI agents to interact with LinkedIn for posting, commenting, liking, an…
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| 47483 |
sui-mcp
Claim
Read-only MCP server for Sui blockchain analytics with 44 tools covering wallet…
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| 47484 |
mssql-explorer-mcp
Claim
A read-only MCP server for exploring on-premises, multi-instance Microsoft SQL …
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| 47485 |
onsense
Claim
Gives PC AI agents real-world senses by connecting to an Android phone's camera…
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| 47486 |
Linux MCP Server
Claim
A read-only MCP server for Linux and macOS system administration, diagnostics, …
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| 47487 |
smart-read-mcp
Claim
Provides a universal read path for agents to extract facts, metadata, and prove…
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| 47488 |
paraglide-mcp
Claim
Enables translation of i18n messages in Paraglide JS projects by serving small …
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| 47489 |
vigil-fraud-alert
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| 47490 |
wezterm-agent-mcp
Claim
Enables orchestration of multiple AI coding agents (Claude Code, Gemini CLI, et…
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| 47491 |
Kokoro MCP Server
Claim
Provides text-to-speech generation using the Kokoro-82M model, enabling AI assi…
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| 47492 |
Whoosh RAG MCP
Claim
An MCP server that provides full-text search over documentation using Whoosh, e…
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| 47493 |
Abgeordnetenwatch MCP
Claim
Provides live, source-linked transparency data on German MPs, including roll-ca…
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| 47494 |
Jupyter Terminal MCP
Claim
Enables an agent to run shell commands through a JupyterLab/JupyterHub-hosted t…
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| 47495 |
Sportmonks MCP Server
Claim
A Model Context Protocol server for the Sportmonks Football API v3, providing o…
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| 47496 |
Mission MCP
Claim
Trust Graduation gate for AI agents: visible approval ceremonies and receipt-ba…
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| 47497 |
summon-mcp
Claim
Self-evolving knowledge graph for AI agents — persistent memory that gets smart…
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| 47498 |
hipaa-compliance-mcp
Claim
hipaa-compliance-mcp MCP server by MEOK AI Labs
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| 47499 |
SageMaker AI MCP Server
Claim
Enables AI assistants to manage Amazon SageMaker AI resources including endpoin…
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| 47500 |
DefiLlama MCP Server
Claim
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
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