MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 2 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31401 |
PushPlus MCP Server
Claim
Enables AI assistants to send push notifications to WeChat, email, and other ch…
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| 31402 |
paigy
Claim
Call, text, or push your phone when an agent needs input mid-task — reply by vo…
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| 31403 |
x402mcp
Claim
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| 31404 |
stillos-notary-mcp
Claim
Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts r…
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| 31405 |
Email Verification MCP
Claim
Verify emails — deliverability, disposable/role/free detection, MX validity, do…
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| 31406 |
frida-mcp
Claim
A simple MCP server exposing persistent, scriptable Frida dynamic instrumentati…
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| 31407 |
ExcelForge
Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
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| 31408 |
mcp-tts
Claim
Adds text-to-speech capabilities to Cursor IDE, allowing your AI assistant to s…
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| 31409 |
anki-mcp
Claim
Enables LLMs to interact with Anki flashcard collections, including deck manage…
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| 31410 |
ai-ebook-generator
Claim
# Scrivibe — AI eBook Generator
Generate complete, professional multi-chapter …
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| 31411 |
MCP Filesystem Server
Claim
Provides file system operations (list, read, write, search) via MCP, enabling a…
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| 31412 |
Vault Cortex
Claim
Standalone MCP server for Obsidian vaults — hybrid search, memory, tasks, 26 to…
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| 31413 |
linux-computer-use
Claim
Enables AI agents to control Linux/X11 desktops by providing tools for taking s…
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| 31414 |
Think MCP Server
Claim
Provides prompt management, resource management, and tool call capabilities (co…
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| 31415 |
Indonesia shipping for AI agents via Biteship: courier rates, create orders, tr…
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| 31416 |
Perplexity Server
Claim
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 31417 |
Enables reading, writing, and removing metadata from over 150 file formats usin…
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| 31418 |
fipeX MCP
Claim
Brazilian FIPE vehicle reference prices: search, current price, history and com…
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| 31419 |
palate
Claim
The taste layer for AI website builders: real design taste from 270+ deeply-ana…
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| 31420 |
mcp-synaptic
Claim
A memory-enhanced MCP server with RAG database and expiring memory capabilities…
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| 31421 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
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| 31422 |
Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text,…
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| 31423 |
kuickr
Claim
Host an agent's pages at clean, permanent URLs. Publish, organize, edit, search…
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| 31424 |
FilingFirehose
Claim
SEC EDGAR filings parsed: 8-K body-text classification, 13D activist tagging, S…
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| 31425 |
Gov Data MCP
Claim
MCP server with 562 tools accessing 114 government data APIs covering economic,…
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| 31426 |
Variel MCP Server
Claim
Generate your brand in-agent, then keep tokens, components, and copy on-brand o…
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| 31427 |
go-docs-mcp
Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
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| 31428 |
audio-transcriber
Claim
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
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| 31429 |
PipeDrive MCP Server
Claim
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
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| 31430 | — | |||||||||
| 31431 |
PeakInfer MCP Server
Claim
MCP server for achieving peak inference performance by detecting drift between …
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| 31432 |
fund-mcp
Claim
Search stock information, list knowledge base entries, and echo messages for qu…
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| 31433 |
Telegram MCP Server
Claim
Enables AI assistants to interact with the Telegram Bot API, allowing them to s…
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| 31434 |
ms-graph-dev
Claim
Helps construct and validate Microsoft Graph REST API calls with on-demand tool…
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| 31435 |
doubao-tools
Claim
一个MCP视觉分析工具,将本地图片交给豆包视觉模型分析,帮助Claude Code和DeepSeek理解截图内容。
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| 31436 |
Browser automation for AI agents: compressed page snapshots, batched actions, f…
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| 31437 |
MCP Object-Authz Lab
Claim
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
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| 31438 |
MCP server for fraud detection using machine learning, behavioral biometrics, a…
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| 31439 |
France payments for AI agents — Cartes Bancaires via Stripe. Never holds funds.
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| 31440 |
Threadminder
Claim
Persistent context for Claude. Your AI always knows your projects and next acti…
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| 31441 |
agent-seo
Claim
Score any AI agent before you use it. Score your own before you release it. Che…
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| 31442 |
codebase-context-mcp
Claim
Static codebase analysis as MCP tools — give AI coding agents a map of your rep…
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| 31443 |
tavily-proxy
Claim
A Cloudflare Worker that proxies requests to the Tavily API with automatic key …
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| 31444 |
Emotion MCP
Claim
An MCP server that enables AI assistants to switch character portraits (2D imag…
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| 31445 |
mcp-counter-server
Claim
Provides stateful counter tools for AI assistants, enabling accurate counting a…
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| 31446 |
tw-law-mcp
Claim
This MCP server enables querying Taiwan interior decoration regulations and pro…
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| 31447 |
indic-normalize-mcp
Claim
Enables Indic-language transliteration and normalization of Indian names and ad…
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| 31448 |
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
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| 31449 |
YouTube Shorts Agent
Claim
Agent-first YouTube Shorts uploader with dry-run validation, OAuth checks and s…
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| 31450 |
research-assistant
Claim
Enables AI-powered research by breaking a topic into subtopics, gathering infor…
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