MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39201
Jing7ao
seedance-mcp Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
N/A N/A
39202
nlapi
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USD…
39203
blaideinc
recipe-mcp Claim
Generate and remix recipes using cookwith.co
N/A N/A 95
39204
brajendrak00068
Autonomous AI video editor over MCP: viral clips, captions, reframe, chroma key…
N/A N/A
39205
CSOAI-ORG
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
N/A N/A
39206
junter1989k-ai
Germany payments for AI agents — Klarna / SEPA via Mollie. Never holds funds.
39207
chris
annas-mcp2 Claim
N/A N/A 95
39208
edithatogo
sourceright Claim
reference and citation validation, verification, enrichment, replacement and im…
81
39209
CSOAI-ORG
nrswa-ai-mcp Claim 1
UK street works compliance. Section 50 licences, S58 deferral, S74 overrun pena…
N/A N/A 81
39210
iflow-mcp
Enables AI assistants to create and manipulate Microsoft Office documents (Powe…
N/A N/A
39211
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A 95
39212
Bishop81
Audit a web page's images: natural vs rendered sizes, oversized detection, and …
N/A N/A
39213
CSOAI-ORG
health-check-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39214
AkshitRathore07
Real-time Indian stock market assistant with virtual trading, technical analysi…
N/A N/A
39215
dropbeacon
Drop Beacon Claim 1
MCP server for Drop Beacon (edc4me.com) — search and explore 80,000+ EDC produc…
81
39216
ishimwe5555
Containerized MCP server with 15 geospatial data tools exposed via HTTP API for…
39217
TVLSS
hirejack-mcp Claim
Tech job market intelligence: jobs, companies, salaries, skill velocity, hiring…
39218
FoundryNet
Trending topics, cross-platform sentiment, viral content, community pulse & bra…
39219
AsmanovLev
android-mcp Claim
Enables AI agents to control Android devices via ADB, supporting gestures, inpu…
N/A N/A
39220
aisystant
MCP server for Digital Twin learner data, providing tools for AI Guide to explo…
81
39221
sociologic
SocioLogic Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
81
39222
GlacierEQ
A comprehensive MCP server with over 50 tools across 7 categories including mem…
39223
shopware
Enables AI assistants to manage Shopware e-commerce data through the Admin API,…
39224
FTWAgency
Convert frontend folders to WordPress themes: quota, convert, status, download,…
N/A N/A
39225
NeetPatel
devops-mcp Claim 1
An MCP server that provides DevOps and DevSecOps context for the project
N/A N/A 95
39226
tylo-git
Enables structured information extraction from academic PDFs using LLMs, integr…
N/A N/A 95
39227
nirholas
x402-mcp Claim
Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
39228
ModelPiper
toolpiper Claim
300+ on-device MCP tools for macOS — local AI, voice, vision, browser automatio…
N/A N/A
39229
ashwnn
edge-soc-mcp Claim
A Cloudflare Workers MCP server that puts a SOC analyst's enrichment, investiga…
39230
ShigeruWakida
A rule-based MCP server that automatically applies configured rules at specifie…
N/A N/A
39231
devshark
Enables AI models to administer personality tests, score responses, and provide…
N/A N/A
39232
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
39233
anythink-cloud
Sick of stitched-together services? Anythink is the all-in-one backend, configu…
N/A N/A
39234
caikiji
mcp-ssh Claim
MCP server for SSH remote execution, file transfer, and file editing with autom…
39235
LakshmiSravyaVedantham
mcp-x Claim
Turns any CLI tool or REST API into an MCP server for Claude, enabling Claude t…
N/A N/A
39236
alexandreCyber
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Eta…
39237
DimitrisPasakaleris
Enables Claude to read and send WhatsApp messages, including media and call his…
N/A N/A
39238 81
39239
sombra-hq
sombra-mcp Claim
A stdio-to-HTTP bridge for connecting to Sombra's remote MCP server, enabling A…
N/A N/A
39240
HJH0924
A simple notes system that allows creating, storing, and accessing text notes t…
N/A N/A 95
39241
facusada
A Python MCP server that authenticates with SAP BTP, reads Destination Service …
39242
CSOAI-ORG
AI-powered unit converter ai MCP server for agents. Supports convert length, co…
N/A N/A
39243
IndoTender
Search Thai government procurement tenders and bidder companies.
39244
ChainBench
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, an…
39245
xue20010808
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
N/A N/A 95
39246
pipeworx-io
who-gho Claim
Enables querying World Health Organization Global Health Observatory data via n…
39247
khalidSAT
Enables programmatic control of Blender via OpenCode, supporting 3D model creat…
N/A N/A
39248
ESKRiPO
Enables AI assistants to access and search Slovak legal regulations from Slov-L…
39249
gih2yun
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar ch…
39250
Nimo1987
Enables AI agents to perform professional-grade deep research by aggregating re…
Showing 39201–39250 of 66549 servers
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