MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42901 |
django-openapi-mcp
Claim
Introspects a Django REST API's OpenAPI schema and exposes each endpoint as an …
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| 42902 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 42903 |
An MCP server for searching Google Scholar, enabling paper search, author looku…
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| 42904 |
ileti-merkezi-mcp
Claim
MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
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| 42905 |
systems-thinking-mcp
Claim
Provides systems thinking models as composable analysis lenses for architecture…
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| 42906 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 42907 |
godot-mcp-omni
Claim
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
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| 42908 |
CourtVision Rules MCP
Claim
Turns official pickleball scoring rules into callable tools for LLMs to track l…
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| 42909 |
brag-fast
Claim
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| 42910 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 42911 |
codex-mcp-server
Claim
MCP server for Codex CLI — tmux persistence, git worktree isolation, async disp…
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| 42912 |
Memory Engine MCP
Claim
Enables AI assistants to have a living memory with atomic knowledge storage, mu…
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| 42913 |
dsview-mcp
Claim
Local MCP server for building an agent-facing integration around DreamSourceLab…
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| 42914 |
provenance
Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
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| 42915 |
linkedin-marketing-mcp
Claim
Automates LinkedIn B2B marketing tasks such as profile search, company analysis…
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| 42916 |
hermes-gpt
Claim
MCP sidecar for Hermes Agent exposing operator tools (cron, skills, config, wor…
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| 42917 |
MCPFinanceiro
Claim
A server for managing financial accounting entries that provides utilities for …
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| 42918 |
SiYuan Sisyphus MCP
Claim
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
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| 42919 |
mcp-obsidian-ek
Claim
MCP server providing tools to interact with Obsidian via the Local REST API com…
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| 42920 |
mcp-reranker
Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
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| 42921 |
Wallet BudgetBakers MCP
Claim
Read-only MCP server for accessing Wallet by BudgetBakers financial data, allow…
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| 42922 |
alphaassay/mcp
Claim
Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe…
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| 42923 |
ssh-client-mcp-server
Claim
A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 42924 |
lark-mcp-on-agentcore
Claim
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
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| 42925 |
CloudChampion MCP Server
Claim
MCP server to query Cloud Champion's training catalog. Enables AI agents to sea…
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| 42926 |
RedTrack MCP Server
Claim
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
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| 42927 |
Pixal3D-MCP
Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 42928 |
Provides structured tools for risk classification, SBAR generation, completenes…
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| 42929 |
A comprehensive MCP server that gives AI assistants full control over your desk…
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| 42930 |
evolution-mcp
Claim
MCP server for GNOME Evolution that enables calendar and email operations such …
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| 42931 |
salban-mcp-server
Claim
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
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| 42932 |
knowledge-mcp
Claim
Serves markdown knowledge from a git repository over MCP, providing tools to li…
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| 42933 |
Win:Computer Use
Claim
MCP server that gives Claude human-like control of a Windows PC with its own vi…
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| 42934 |
An MCP server that exposes tools for Taiwan's ezPay e-invoice lifecycle, enabli…
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| 42935 |
mcp-weather-server
Claim
Provides current weather information for any city using the Open-Meteo API. Ret…
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| 42936 |
lnkify
Claim
MCP server that enables AI agents to manage Lnkify links, domains, API keys, an…
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| 42937 |
買屋快搜
Claim
MCP server for searching and querying detailed housing listings in Taiwan, enab…
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| 42938 |
MCP Weather Server
Claim
Provides weather forecasts, alerts, and current conditions via the Model Contex…
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| 42939 |
MCP server that provides tools for automating AWS Pricing Calculator estimate g…
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| 42940 |
skylight-mcp-remote
Claim
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
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| 42941 |
An MCP server that connects Claude to FileMaker databases via the Data API, ena…
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| 42942 |
steganography-mcp
Claim
The most comprehensive steganography analysis toolkit for AI agents, providing …
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| 42943 |
codemagic-mcp
Claim
Build, sign, and publish iOS and Android apps through AI agents. Integrates Cod…
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| 42944 |
tibet-pol-mcp
Claim
MCP server for running infrastructure health checks with TIBET provenance. It e…
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| 42945 |
PostgreSQL MCP Server
Claim
A comprehensive MCP server that enables database operations, schema management,…
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| 42946 |
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
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| 42947 |
ffdecmcp
Claim
MCP wrapper for JPEXS Free Flash Decompiler (FFDec) that exposes SWF decompilat…
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| 42948 |
A local MCP server for code analysis and investigation, providing tools like co…
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| 42949 |
Aries-cli
Claim
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
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| 42950 |
Agent Junction
Claim
Enables Claude Code instances to communicate directly via an ephemeral, encrypt…
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