MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 3 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42701 |
backburner
Claim
Run long shell commands as background tasks: start them, keep working, collect …
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| 42702 |
Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).
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| 42703 |
mcp-pyatv
Claim
MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, of…
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| 42704 |
clarity-mcp-multi
Claim
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
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| 42705 |
openclaw-task-mcp
Claim
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
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| 42706 |
mcp-brain
Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
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| 42707 |
dynamic-mcp
Claim
Dynamic MCP server for Node.js enabling runtime tool creation, management, and …
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| 42708 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web page content as markdown, supporting chun…
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| 42709 |
mcp-server-example
Claim
Minimal template MCP server with OAuth login and example tools for building cus…
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| 42710 |
news-mcp-server
Claim
Fetches up-to-date news articles from newsdata.io, supporting queries by countr…
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| 42711 |
kegg-mcp-server
Claim
An MCP server for querying the KEGG bioinformatics database, providing tools, r…
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| 42712 |
browserbase
Claim
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| 42713 |
ca
Claim
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| 42714 |
Poke Voice MCP Server
Claim
Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a…
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| 42715 |
Upmind MCP Server
Claim
Enables management of Upmind platform products, categories, pricing, and bundle…
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| 42716 |
playLocal MCP
Claim
Enables to generate day trip itineraries in Korea using real-time public data f…
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| 42717 |
django-openapi-mcp
Claim
Introspects a Django REST API's OpenAPI schema and exposes each endpoint as an …
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| 42718 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 42719 |
An MCP server for searching Google Scholar, enabling paper search, author looku…
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| 42720 |
ileti-merkezi-mcp
Claim
MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
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| 42721 |
systems-thinking-mcp
Claim
Provides systems thinking models as composable analysis lenses for architecture…
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| 42722 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 42723 |
godot-mcp-omni
Claim
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
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| 42724 |
CourtVision Rules MCP
Claim
Turns official pickleball scoring rules into callable tools for LLMs to track l…
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| 42725 |
brag-fast
Claim
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| 42726 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 42727 |
codex-mcp-server
Claim
MCP server for Codex CLI — tmux persistence, git worktree isolation, async disp…
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| 42728 |
Memory Engine MCP
Claim
Enables AI assistants to have a living memory with atomic knowledge storage, mu…
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| 42729 |
dsview-mcp
Claim
Local MCP server for building an agent-facing integration around DreamSourceLab…
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| 42730 |
provenance
Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
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| 42731 |
linkedin-marketing-mcp
Claim
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
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| 42732 |
hermes-gpt
Claim
MCP sidecar for Hermes Agent exposing operator tools (cron, skills, config, wor…
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| 42733 |
MCPFinanceiro
Claim
A server for managing financial accounting entries that provides utilities for …
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| 42734 |
SiYuan Sisyphus MCP
Claim
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
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| 42735 |
mcp-obsidian-ek
Claim
MCP server providing tools to interact with Obsidian via the Local REST API com…
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| 42736 |
mcp-reranker
Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
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| 42737 |
Wallet BudgetBakers MCP
Claim
Read-only MCP server for accessing Wallet by BudgetBakers financial data, allow…
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| 42738 |
alphaassay/mcp
Claim
Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe…
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| 42739 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 42740 |
lark-mcp-on-agentcore
Claim
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
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| 42741 |
CloudChampion MCP Server
Claim
MCP server to query Cloud Champion's training catalog. Enables AI agents to sea…
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| 42742 |
RedTrack MCP Server
Claim
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
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| 42743 |
Pixal3D-MCP
Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 42744 |
Provides structured tools for risk classification, SBAR generation, completenes…
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| 42745 |
A comprehensive MCP server that gives AI assistants full control over your desk…
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| 42746 |
evolution-mcp
Claim
MCP server for GNOME Evolution that enables calendar and email operations such …
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| 42747 |
salban-mcp-server
Claim
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
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| 42748 |
knowledge-mcp
Claim
Serves markdown knowledge from a git repository over MCP, providing tools to li…
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| 42749 |
Win:Computer Use
Claim
MCP server that gives Claude human-like control of a Windows PC with its own vi…
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| 42750 |
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
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