MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31401
pushplus
Enables AI assistants to send push notifications to WeChat, email, and other ch…
31402
paigy-ai
paigy Claim
Call, text, or push your phone when an agent needs input mid-task — reply by vo…
31403
algo-wallet
x402mcp Claim
81
31404
stillmarcus24
Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts r…
31405
FoundryNet
Verify emails — deliverability, disposable/role/free detection, MX validity, do…
31406
neeetman
frida-mcp Claim
A simple MCP server exposing persistent, scriptable Frida dynamic instrumentati…
N/A N/A
31407
derek2000139
ExcelForge Claim
A Windows-based MCP server that enables AI assistants to manage Excel files thr…
N/A N/A 95
31408
EnviralDesign
mcp-tts Claim
Adds text-to-speech capabilities to Cursor IDE, allowing your AI assistant to s…
N/A N/A
31409
mybuddymichael
anki-mcp Claim
Enables LLMs to interact with Anki flashcard collections, including deck manage…
N/A N/A
31410
studio2c
# Scrivibe — AI eBook Generator Generate complete, professional multi-chapter …
81
31411
midsane
Provides file system operations (list, read, write, search) via MCP, enabling a…
N/A N/A
31412
aliasunder
Vault Cortex Claim
Standalone MCP server for Obsidian vaults — hybrid search, memory, tasks, 26 to…
N/A N/A
31413
tak-uukti
Enables AI agents to control Linux/X11 desktops by providing tools for taking s…
N/A N/A
31414
thinkthinking
Provides prompt management, resource management, and tool call capabilities (co…
N/A N/A
31415
junter1989k-ai
Indonesia shipping for AI agents via Biteship: courier rates, create orders, tr…
31416
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
31417
joshmsimpson
Enables reading, writing, and removing metadata from over 150 file formats usin…
N/A N/A
31418
fipex-labs
fipeX MCP Claim
Brazilian FIPE vehicle reference prices: search, current price, history and com…
31419
jake-jiffi
palate Claim
The taste layer for AI website builders: real design taste from 270+ deeply-ana…
31420
jvanmelckebeke
mcp-synaptic Claim
A memory-enhanced MCP server with RAG database and expiring memory capabilities…
31421
CSOAI-ORG
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
N/A N/A
31422
runapi-ai
Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text,…
31423
Intellectaco
kuickr Claim
Host an agent's pages at clean, permanent URLs. Publish, organize, edit, search…
31424
jaablon
SEC EDGAR filings parsed: 8-K body-text classification, 13D activist tagging, S…
31425
cyntrica
Gov Data MCP Claim
MCP server with 562 tools accessing 114 government data APIs covering economic,…
31426
jeisenberg
Generate your brand in-agent, then keep tokens, components, and copy on-brand o…
N/A N/A
31427
drolosoft
go-docs-mcp Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
N/A N/A
31428
Knuckles-Team
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
31429
GarethWright
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
31430 N/A N/A 95
31431
Kalmantic
MCP server for achieving peak inference performance by detecting drift between …
N/A N/A
31432
xiaobenyang-com
fund-mcp Claim
Search stock information, list knowledge base entries, and echo messages for qu…
N/A N/A 95
31433
NexusX-MCP
Enables AI assistants to interact with the Telegram Bot API, allowing them to s…
31434
stubbedev
ms-graph-dev Claim
Helps construct and validate Microsoft Graph REST API calls with on-demand tool…
31435
amazing1102
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。
N/A N/A
31436
reflex Claim 1
Browser automation for AI agents: compressed page snapshots, batched actions, f…
N/A N/A 81
31437
WRG-11
A self-hostable, vulnerable-by-design MCP server for learning how object-level …
N/A N/A
31438
marc-shade
MCP server for fraud detection using machine learning, behavioral biometrics, a…
N/A N/A
31439
junter1989k-ai
France payments for AI agents — Cartes Bancaires via Stripe. Never holds funds.
31440
pluralityworks
Threadminder Claim
Persistent context for Claude. Your AI always knows your projects and next acti…
31441
web3signals
agent-seo Claim
Score any AI agent before you use it. Score your own before you release it. Che…
81
31442
oh-namgyu
Static codebase analysis as MCP tools — give AI coding agents a map of your rep…
N/A N/A
31443
sunwu51
tavily-proxy Claim
A Cloudflare Worker that proxies requests to the Tavily API with automatic key …
31444
yoshiomiyamae
Emotion MCP Claim
An MCP server that enables AI assistants to switch character portraits (2D imag…
N/A N/A
31445
Discordit142
Provides stateful counter tools for AI assistants, enabling accurate counting a…
31446
trionnemesis
tw-law-mcp Claim
This MCP server enables querying Taiwan interior decoration regulations and pro…
N/A N/A
31447
guptaprakhariitr
Enables Indic-language transliteration and normalization of Indian names and ad…
31448
Deroino
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
81
31449
davidmosiah
Agent-first YouTube Shorts uploader with dry-run validation, OAuth checks and s…
N/A N/A
31450
mhnavid
Enables AI-powered research by breaking a topic into subtopics, gathering infor…
N/A N/A
Showing 31401–31450 of 64798 servers
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