MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42851 |
Poke Voice MCP Server
Claim
Enables Poke to trigger outbound AI phone calls through Vapi telephony, using a…
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| 42852 |
Upmind MCP Server
Claim
Enables management of Upmind platform products, categories, pricing, and bundle…
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| 42853 |
playLocal MCP
Claim
Enables to generate day trip itineraries in Korea using real-time public data f…
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| 42854 |
django-openapi-mcp
Claim
Introspects a Django REST API's OpenAPI schema and exposes each endpoint as an …
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| 42855 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 42856 |
An MCP server for searching Google Scholar, enabling paper search, author looku…
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| 42857 |
ileti-merkezi-mcp
Claim
MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
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| 42858 |
systems-thinking-mcp
Claim
Provides systems thinking models as composable analysis lenses for architecture…
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| 42859 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 42860 |
godot-mcp-omni
Claim
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
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| 42861 |
CourtVision Rules MCP
Claim
Turns official pickleball scoring rules into callable tools for LLMs to track l…
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| 42862 |
brag-fast
Claim
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| 42863 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 42864 |
codex-mcp-server
Claim
MCP server for Codex CLI — tmux persistence, git worktree isolation, async disp…
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| 42865 |
Memory Engine MCP
Claim
Enables AI assistants to have a living memory with atomic knowledge storage, mu…
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| 42866 |
dsview-mcp
Claim
Local MCP server for building an agent-facing integration around DreamSourceLab…
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| 42867 |
provenance
Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
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| 42868 |
linkedin-marketing-mcp
Claim
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
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| 42869 |
hermes-gpt
Claim
MCP sidecar for Hermes Agent exposing operator tools (cron, skills, config, wor…
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| 42870 |
MCPFinanceiro
Claim
A server for managing financial accounting entries that provides utilities for …
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| 42871 |
SiYuan Sisyphus MCP
Claim
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
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| 42872 |
mcp-obsidian-ek
Claim
MCP server providing tools to interact with Obsidian via the Local REST API com…
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| 42873 |
mcp-reranker
Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
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| 42874 |
Wallet BudgetBakers MCP
Claim
Read-only MCP server for accessing Wallet by BudgetBakers financial data, allow…
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| 42875 |
alphaassay/mcp
Claim
Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe…
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| 42876 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 42877 |
lark-mcp-on-agentcore
Claim
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
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| 42878 |
CloudChampion MCP Server
Claim
MCP server to query Cloud Champion's training catalog. Enables AI agents to sea…
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| 42879 |
RedTrack MCP Server
Claim
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
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| 42880 |
Pixal3D-MCP
Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 42881 |
Provides structured tools for risk classification, SBAR generation, completenes…
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| 42882 |
A comprehensive MCP server that gives AI assistants full control over your desk…
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| 42883 |
evolution-mcp
Claim
MCP server for GNOME Evolution that enables calendar and email operations such …
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| 42884 |
salban-mcp-server
Claim
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
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| 42885 |
knowledge-mcp
Claim
Serves markdown knowledge from a git repository over MCP, providing tools to li…
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| 42886 |
Win:Computer Use
Claim
MCP server that gives Claude human-like control of a Windows PC with its own vi…
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| 42887 |
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
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| 42888 |
mcp-weather-server
Claim
Provides current weather information for any city using the Open-Meteo API. Ret…
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| 42889 |
lnkify
Claim
MCP server that enables AI agents to manage Lnkify links, domains, API keys, an…
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| 42890 |
買屋快搜
Claim
MCP server for searching and querying detailed housing listings in Taiwan, enab…
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| 42891 |
MCP Weather Server
Claim
Provides weather forecasts, alerts, and current conditions via the Model Contex…
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| 42892 |
MCP server that provides tools for automating AWS Pricing Calculator estimate g…
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| 42893 |
skylight-mcp-remote
Claim
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
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| 42894 |
An MCP server that connects Claude to FileMaker databases via the Data API, ena…
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| 42895 |
steganography-mcp
Claim
The most comprehensive steganography analysis toolkit for AI agents, providing …
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| 42896 |
codemagic-mcp
Claim
Build, sign, and publish iOS and Android apps through AI agents. Integrates Cod…
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| 42897 |
tibet-pol-mcp
Claim
MCP server for running infrastructure health checks with TIBET provenance. It e…
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| 42898 |
PostgreSQL MCP Server
Claim
A comprehensive MCP server that enables database operations, schema management,…
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| 42899 |
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
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| 42900 |
ffdecmcp
Claim
MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilat…
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