MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36601 |
Search MCP Server
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A lightweight and fast MCP server that enables AI agents to efficiently discove…
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| 36602 |
Rootstock MCP Server
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A backend service that enables seamless interaction with the Rootstock blockcha…
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| 36603 |
Mini Accountant
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Invoicing, expenses, accounting analytics. OAuth 2.1 dynamic client registratio…
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| 36604 |
SongSage
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SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
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| 36605 |
VisionCraft MCP Server
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Delivers up-to-date computer vision and GenAI knowledge to AI assistants via a …
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| 36606 |
oda-mcp
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Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
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| 36607 |
GitLab API MCP Server
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Enables AI assistants to interact with the GitLab API, providing over 1000 tool…
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| 36608 |
Apple Mail Summary MCP
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Enables AI agents to fetch emails from local Apple Mail accounts and mailboxes,…
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| 36609 |
Expense Tracker MCP
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Tracks and manages personal expenses with tools to add, view, filter by categor…
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| 36610 |
3Min API
Claim
Create and manage API endpoints without backend development.
**Features:**
- B…
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| 36611 |
scratchpad-tool
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A Model Context Protocol server that provides a scratchpad tool for LLMs to org…
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| 36612 |
Revit MCP Server
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Enables AI clients to interact with Autodesk Revit for building design, editing…
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| 36613 |
protein-design-mcp
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An MCP server that gives LLM agents access to computational protein design tool…
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| 36614 |
regulatory
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Live US federal and state regulatory changes and grant programs, every result c…
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| 36615 |
WordPress MCP Server
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Enables Claude Code to directly manage WordPress sites via natural language, in…
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| 36616 |
Milvus Search
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Index your documents in Milvus for fast semantic search. Retrieve the most rele…
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| 36617 |
borsdata-mcp-server
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MCP server that exposes the Borsdata financial data API as tools and resources …
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| 36618 |
Invompt MCP
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Enables users to interact with Invompt's public invoice API to draft and create…
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| 36619 |
AgentMash
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All your bookmarks in one library. Share them with your AI agents. Read-only se…
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| 36620 |
libvirt-mcp
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Enables management of KVM/QEMU virtual machines on remote libvirt hosts via SSH…
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| 36621 |
utel-mcp
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An MCP server that wraps the UTEL IP-telephony REST API as MCP tools, enabling …
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| 36622 |
ZStack MCP Server
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Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
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| 36623 |
mcp-cwa
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Provides read-only access to Taiwan's Central Weather Administration (CWA) Open…
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| 36624 |
YAMO Chain MCP Server
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Enables LLMs to interact with the YAMO Blockchain, including reading lesson mem…
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| 36625 |
BomberJS MCP Server
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MCP server that exposes the atomic-bomb tool for generating project scaffolding…
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| 36626 |
Multi-Agent MCP Server
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Provides 7 tools for weather (geocoding, current conditions) and country data (…
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| 36627 |
brain-mcp
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A local MCP server that acts as long-term memory for AI coding assistants, stor…
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| 36628 |
Aseprite MCP Tools
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Enables AI assistants to control Aseprite for creating pixel art and animated s…
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| 36629 |
atlassian-browser-mcp
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MCP server that enables accessing Jira and Confluence using browser cookies cap…
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| 36630 |
Equibles
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Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filin…
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| 36631 |
pdf-reader-mcp
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| 36632 |
Percival Ubuntu
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Percival Ubuntu is a security-focused MCP server for safe Ubuntu operations, op…
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| 36633 |
Enables interaction with The Things Industries LoRaWAN platform via MCP tools, …
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| 36634 |
KubeSearch MCP Server
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Provides tools to query a local database of real-world Helm deployment examples…
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| 36635 |
omega-stenographer-mcp
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Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
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| 36636 |
regintel-mcp
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MCP server for the RegIntel API: regulatory data across 41 jurisdictions, 212 r…
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| 36637 |
RecoSearch
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A deterministic MCP server that governs read-only queries across multiple data …
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| 36638 |
travel-mcp-server
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An AI-powered travel planner MCP server enabling flight and hotel search, weath…
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| 36639 |
Gemini MCP
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Remote MCP server that exposes Google Gemini's text, image, video (Veo), and au…
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| 36640 |
rag-retriever-mcp
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A local-first document retrieval engine that mounts as an MCP tool for agents t…
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| 36641 |
UI Perception Engine
Claim
Enables AI agents to perceive and interact with web interfaces by extracting a …
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| 36642 |
seo-monster
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SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
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| 36643 |
Docker MCP Server
Claim
Enables managing Docker containers (run, list, stop, remove, view logs) through…
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| 36644 |
terminal-use-mcp
Claim
Local + remote terminal interaction control MCP Server. Lets AI agents control …
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| 36645 |
Agent Search MCP
Claim
Free multi-source search for AI agents with multi-source verification, token sa…
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| 36646 |
Local Brain MCP
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A local MCP server for AI assistants to store and retrieve personal memories on…
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| 36647 |
sarup
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Enables context compression for Claude Code with Thai language support, reducin…
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| 36648 |
spark-profiler-mcp
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MCP server that reads Spark profiler files to give accurate Minecraft server tu…
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| 36649 |
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
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| 36650 |
CERN ROOT MCP Server
Claim
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
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