MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 12 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47651 |
FreeTicket MCP Server
Claim
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
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| 47652 |
Read-only MCP server for Mercury business banking — accounts, transactions, and…
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| 47653 |
ProjectBrain
Claim
Local MCP server providing project cognition capabilities for AI coding agents,…
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| 47654 |
telnyx-mcp-server2
Claim
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| 47655 |
shepp-lambda-mcp
Claim
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
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| 47656 |
Verificarlo MCP Server
Claim
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
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| 47657 |
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
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| 47658 |
Coppermind
Claim
Enables AI assistants to design PCBs in KiCAD through natural language, with tr…
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| 47659 |
mcp-code-snippets
Claim
Allows agents to lookup code snippets in your project. Uses a remote MCP server…
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| 47660 |
VERDICT
Claim
Enables autonomous DFIR investigation by turning the SIFT toolchain into eviden…
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| 47661 |
Clima MCP Server
Claim
Enables weather queries through OpenWeatherMap API, providing current condition…
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| 47662 |
failmodes-mcp
Claim
MCP server that provides search and retrieval of AI system failure modes from t…
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| 47663 |
Gemini MCP Server
Claim
Integrates Google's Gemini API with MCP-compatible clients for chat, real-time …
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| 47664 |
pr-review-mcp
Claim
Unified MCP control plane for AI pull request reviews on GitHub.
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| 47665 |
infra-advisor-mcp
Claim
Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO …
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| 47666 |
MCP PostgreSQL Explorer
Claim
Enables AI clients to explore a PostgreSQL database schema and run read-only qu…
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| 47667 |
mastodon-mcp-server
Claim
Comprehensive MCP server for Mastodon integration, enabling AI assistants to re…
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| 47668 |
figma-mcp-write-server
Claim
An MCP server that provides write access to Figma through the Plugin API, enabl…
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| 47669 |
Zotero MCP Server
Claim
Enables LLM-powered tools to interact with Zotero academic libraries, including…
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| 47670 |
auto-om
Claim
A comprehensive MCP server for Linux automation operations management, providin…
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| 47671 |
Ready APIs
Claim
MCP tools for geo, email, phone, company, DNS, FX, equities, weather, tax, econ…
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| 47672 |
GovPing
Claim
[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
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| 47673 |
MCP SSH Manager
Claim
MCP server for managing remote servers via SSH, enabling command execution, fil…
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| 47674 |
FindIt
Claim
Enables web search and content extraction using Google's search engine, with cu…
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| 47675 |
quake-mcp
Claim
MCP server wrapping the USGS Earthquake Hazards API, enabling AI assistants to …
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| 47676 |
CSV MCP Server
Claim
Enables AI assistants to answer natural language questions about data in CSV fi…
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| 47677 |
Wave MCP Server
Claim
MCP server for Wave accounting that provides tools for managing chart of accoun…
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| 47678 |
echo3s-mcp
Claim
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| 47679 |
comidp-mcp-server
Claim
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| 47680 |
@accesslint/mcp
Claim
An MCP server for WCAG accessibility auditing in AI coding agents, providing to…
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| 47681 |
hibae-admin-gq
Claim
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| 47682 |
all-agents-mcp
Claim
Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
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| 47683 |
B2B lead generation tool: search Google Maps by 'plumbers in Austin', get back …
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| 47684 |
omarchy-mcp
Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
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| 47685 |
KYA-OS MCP Server
Claim
A ready-to-deploy MCP server with in-process agent verification via KYA-OS Chec…
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| 47686 |
Enables context-powered task management on Trello boards, automatically creatin…
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| 47687 |
OffshoreProz Agent API
Claim
Enables automated company formation across multiple jurisdictions with REST and…
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| 47688 |
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
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| 47689 |
Cerebras Code MCP Server
Claim
Enables planning with Claude Code and high-speed code generation using Cerebras…
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| 47690 |
gimmick-vision-mcp
Claim
Bridges Claude Code to local OpenAI-compatible vision models, enabling image an…
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| 47691 |
arena-mcp
Claim
Enables interaction with Are.na channels and content through natural language, …
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| 47692 |
airi-android
Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
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| 47693 |
A Model Context Protocol server providing calculator tools (add, subtract, mult…
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| 47694 |
AI-powered assistant for qualitative research and conceptual paper writing, pro…
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| 47695 |
mcploy
Claim
Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
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| 47696 |
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
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| 47697 |
Yggdrasil
Claim
Durable, local-first memory for AI coding agents over MCP. Zero-dependency (pur…
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| 47698 |
Python-based MCP server that provides real-time and historical cryptocurrency d…
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| 47699 |
Enterprise MCP Server
Claim
Production-grade FastMCP 3.x server template for scalable semantic tool retriev…
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| 47700 |
atlassian-mcp
Claim
Enables interaction with Atlassian Confluence through MCP, allowing retrieval o…
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