MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

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68328
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Last updated 4 hours, 56 minutes ago

Grade Distribution

Score Distribution

Newly Added

netrack F colabro F LeadMCP F Gateway Architect F Edgaze F

Biggest Gainers

pdf-generator +50 data-enrichment +49 YieldLord · 包租公 +48

Biggest Drops

Endorso -59 good_wook -59 stagenth · 图片工具箱 -58
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67551
nweii
Self-hosted MCP server that provides remote AI clients with read and write acce…
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67552
localseodata
mcp-server Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
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67553
jaijia
MCP server that lets OpenCode (or any MCP-compatible AI coding tool) directly c…
 — ○ ⏳ — N/A N/A — — —
67554
skyttedk
email-mcp Claim
Local IMAP/SMTP MCP server that lets Claude read, search, draft, send, flag, an…
 — ○ ⏳ — N/A N/A — — —
67555
hwalde
An MCP server for generating and editing images using Google Gemini Imagen via …
 — ○ ⏳ — N/A N/A — — —
67556
Hobbydefiningdoctory
capman-mcp Claim
Exposes capman capability manifests as typed, governed MCP tools for use with C…
 — ○ ⏳ — N/A N/A — — —
67557
deruke
asi-mcp Claim
AI-powered Attack Surface Intelligence server that exposes industry-standard pe…
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67558
vengtoo
Enables management of Vengtoo authorization models, including resource types, s…
 — ○ ⏳ — — — — — —
67559
bruno
test-mcp2 Claim
— ○ ⏳ — N/A N/A — 95 —
67560
KyaniteLabs
Local-first production-readiness audit for AI-built apps: read-only checks, an …
 — ○ ⏳ — N/A N/A — — —
67561
ostinatocc
Bridges Aionis execution memory to MCP clients, enabling governed memory contex…
 — ○ ⏳ — N/A N/A — — —
67562
runapi-ai
seedance-mcp Claim
Enables creating text-to-video tasks using Seedance models, polling task status…
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67563
bokazio
MCP server for WordPress content management that provides a secure interface fo…
 — ○ ⏳ — N/A N/A — — —
67564
threepointone
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
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67565
piscaries
Search MCP Claim
Enables LLM-powered search with Elasticsearch, including query planning, expans…
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67566
Benitoow
mcp-deezer Claim
Deezer MCP server for AI agents to search, manage playlists, favorites, and dis…
 — ○ ⏳ — N/A N/A — — —
67567
xiaobenyang-com
search-movie Claim
搜索电影和电视剧资源，快速找到最匹配的观看链接。验证链接可播放性，确保点开就能看。批量校验多个候选，节省筛选时间。
 — ○ ⏳ — N/A N/A — 95 —
67568
dejavuxerss
An advanced MCP server that provides deep code understanding and analysis using…
 — ○ ⏳ — N/A N/A — 95 —
67569
ampcome-mcps
Stripe MCP Claim
Enables integration with Stripe APIs through function calling, supporting opera…
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67570
praveen030686
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
 — ○ ⏳ — — — — 81 —
67571
lazymac2x
Algorithmic text and NLP analysis server providing sentiment, readability, keyw…
 — ○ ⏳ — N/A N/A — — —
67572
yash194
Recall Claim
MCP server providing AI agents with a typed-edge graph memory layer that enable…
 — ○ ⏳ — — — — — —
67573
a.shkurenkov
gfhf Claim
— ○ ⏳ — N/A N/A — 95 —
67574
Lakshan12367
A Model Context Protocol (MCP) server that turns multiple AI coding agents into…
 — ○ ⏳ — N/A N/A — — —
67575
VoidChecksum
Coursera MCP Claim
Enables AI agents to programmatically interact with Coursera, including enrolli…
 — ○ ⏳ — N/A N/A — — —
67576
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
 — ○ ⏳ — N/A N/A — 95 —
67577
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
 — ○ ⏳ — N/A N/A — 95 —
67578
cyanheads
Find air-quality stations and read pollutant observations from government monit…
 — ○ ⏳ — — — — — —
67579
zac37
腾讯广点通API网关服务，通过MCP工具调用广点通报表、账户等核心接口，支持安全认证和参数修复。
 — ○ ⏳ — — — — — —
67580
kikigao2020-bot
— ○ ⏳ — N/A N/A — 95 —
67581
guangxiangdebizi
A Model Context Protocol server that analyzes webpage design structures, provid…
 — ○ ⏳ — — — — — —
67582
hvkshetry
MCP server for Wave accounting that provides tools for managing chart of accoun…
 — ○ ⏳ — — — — — —
67583
protae5544
nextjsui9 Claim
— ○ ⏳ — N/A N/A — 95 —
67584
pipeworx-io
Enables querying Yu-Gi-Oh! TCG card data, such as card information, sets, and p…
 — ○ ⏳ — — — — — —
67585
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
 — ○ ⏳ — N/A N/A — — —
67586
TejasQ
An MCP server that answers football questions with interactive widgets, centere…
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67587
thaenor
An MCP server that enables Claude and other LLMs to search and access archived …
 — ○ ⏳ — — — — — —
67588
vibesecurity
VS2908 Claim
— ○ ⏳ — N/A N/A — 95 —
67589
htmambo
Astron MCP Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
 — ○ ⏳ — N/A N/A — — —
67590
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
 — ○ ⏳ — — — — 81 —
67591
SuLG-ik
MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
 — ○ ⏳ — N/A N/A — — —
67592
russellsch
MCP server that gives AI models read/write access to Obsidian vaults with seman…
 — ○ ⏳ — — — — — —
67593
majorel-alexis
maxia-oracle Claim
Multi-source crypto & equity price feed for AI agents. Aggregates Pyth, Chainl…
 — ○ ⏳ — N/A N/A — 95 —
67594
luizeduul
MCP server for logging and checking Jira Cloud worklogs from AI agents such as …
 — ○ ⏳ — N/A N/A — — —
67595
neutral-Stage
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
 — ○ ⏳ — N/A N/A — — —
67596
Neverdecel
A Linux-native MCP server that gives AI assistants direct access to DMA-based m…
 — ○ ⏳ — N/A N/A — — —
67597
EricxStone
Provides market data and user position information from earn providers like AAV…
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67598
arunmenon
An in-memory knowledge graph MCP server that gives coding agents structural and…
 — ○ ⏳ — N/A N/A — — —
67599
robsyc
loinc-mcp Claim
Enables searching LOINC codes and retrieving detailed information including pan…
 — ○ ⏳ — N/A N/A — — —
67600
atenkai
Fashion Claim
Create professional-quality fashion product photography, on-model shots, and ed…
 — ○ ⏳ — — — — 81 —
Showing 67551–67600 of 68328 servers
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