MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 5 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59751 |
ai-agent-scratchpad
Claim
Cloudflare Workers MCP server: ai-agent-scratchpad
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| 59752 |
MCP Server
Claim
This MCP server provides access to resources and prompts from GitHub repositori…
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| 59753 |
ai-visibility
Claim
Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCit…
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| 59754 |
ModelRunner
Claim
Run 100+ AI models — image, video, audio, 3D — through one API with pay-per-use…
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| 59755 |
Task Crusader MCP
Claim
A campaign and task management MCP server for AI coding assistants, enabling de…
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| 59756 |
Kapruka MCP
Claim
Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…
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| 59757 |
garmin-local-mcp
Claim
Local-first Garmin data warehouse: sync once to SQLite, analyze trends and corr…
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| 59758 |
fred-mcp-server
Claim
An MCP server that provides access to the full FRED API (Federal Reserve Econom…
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| 59759 |
Regex Toolkit MCP Server
Claim
Enables LLM agents to extract, validate, and mask personally identifiable infor…
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| 59760 |
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| 59761 |
atlas-mcp
Claim
Connect AI coding agents to Atlas knowledge hub for context retrieval and work …
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| 59762 |
FILM-FINDER MCP Server
Claim
A simple MCP server for fetching movie and TV show data from TMDB and OMDB APIs…
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| 59763 |
Agent Web Interface
Claim
Gives AI agents a compact, semantic interface to the browser, returning structu…
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| 59764 |
atlassian-mcp
Claim
Enables natural-language interaction with self-hosted Jira and Bitbucket, provi…
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| 59765 |
mem0-mcp-toggle
Claim
A local Mem0 MCP server for macOS with a menu bar toggle, storing memories loca…
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| 59766 |
Reads public Telegram channel pages and exposes them as MCP tools over Streamab…
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| 59767 |
imaginode
Claim
Generate AI images and videos from 89 models on one credit balance, refunds on …
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| 59768 |
vibsync
Claim
One shared brain for your AI coding agents: team memory, agent Q&A, tasks, and …
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| 59769 |
A Model Context Protocol (MCP) server that provides AI assistants with safe, st…
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| 59770 |
kaggle-mcp
Claim
A Model Context Protocol server that provides tools to interact with Kaggle API…
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| 59771 |
local_ai_gen
Claim
Local AI generation for images, audio, speech, and 3D models using open source …
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| 59772 |
An MCP-based enterprise tools server that exposes company knowledge search and …
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| 59773 |
WWIDE MCP Server
Claim
A Model Context Protocol server that integrates LinkedIn, Salesforce, and Xero,…
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| 59774 |
gnews-mcp-server
Claim
MCP server providing access to the GNews API for fetching news articles and hea…
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| 59775 |
knowledge-mcp-server
Claim
A high-performance MCP server that aggregates Wikipedia, arXiv, Context7, and D…
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| 59776 |
openapi-spec-mcp
Claim
Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint…
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| 59777 |
open_browser_use
Claim
MCP server for browser automation, exposing tools for tab management, navigatio…
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| 59778 |
Unity MCP Addressables
Claim
Exposes Unity's Addressable Asset System configuration as an MCP server, allowi…
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| 59779 |
baby-daybook
Claim
Enables interaction with Baby Daybook data through Firebase, allowing users to …
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| 59780 |
Luzern eTax MCP
Claim
An MCP server for interacting with Kanton Luzern tax declarations on eSteuern.L…
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| 59781 |
taxlaw-nts-mcp
Claim
Enables searching and retrieving tax law data from the Korean National Tax Serv…
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| 59782 |
Salesforce MCP Server
Claim
Integrates Claude with Salesforce for natural language interactions with Salesf…
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| 59783 |
mcp-ui-expo-tamagui
Claim
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
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| 59784 |
Green Gooding
Claim
Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.
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| 59785 |
An MCP server that decides whether each step of an agent requires cheap intuiti…
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| 59786 |
smart-coding-mcp
Claim
A stateful MCP server that provides persistent memory, deterministic static ana…
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| 59787 |
Semantic Code MCP Server
Claim
Bridges MCP and LSP to enable semantic code analysis, including go-to-definitio…
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| 59788 |
Claude Works
Claim
An MCP server that exposes a perpetual, honest job-application pipeline as type…
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| 59789 |
ZeroFuse
Claim
An MCP server that enables agents to automate refusal direction removal from op…
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| 59790 |
fs-mcp
Claim
Hosted filesystem MCP server over HTTP with auth. Enables reading, writing, edi…
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| 59791 |
knowing
Claim
Content-addressed code graph with 22 MCP tools for AI agents.
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| 59792 |
PlayByKey Music Theory
Claim
Chords, scales, progressions, transposition, and MIDI tools for music theory AI…
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| 59793 |
cz-mtg-compare-mcp
Claim
Lets Claude compare Magic: The Gathering single-card prices across six Czech on…
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| 59794 |
taghvim
Claim
Deterministic date and time reasoning: arithmetic, DST-aware time zones, busine…
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| 59795 |
framegrab-mcp-server
Claim
An MCP server for capturing images from cameras and video streams via the frame…
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| 59796 |
modelmux
Claim
Enables AI agents like Claude Code, Codex, and Perplexity to call each other as…
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| 59797 |
test
Claim
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| 59798 |
psychopy-mcp
Claim
An MCP server that enables Claude Code/Codex to directly control PsychoPy for d…
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| 59799 |
Testomat.io MCP Server
Claim
Enables AI assistants to interact with Testomat.io test management platform, al…
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| 59800 |
kese_online_mcp
Claim
https://kese.online — WhatsApp ve Telegram üzerinden fiş/fatura fotoğrafı gönde…
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