MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61451
inSideos-designs
cowork-qa Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
— ○ ⏳ — N/A N/A — — —
61452
fatihdagustu20-hub
A free MCP server providing 13 tools for email verification, domain intelligenc…
— ○ ⏳ — — — — — —
61453
Bigabou007-dev
x402-md-mcp Claim
Enables extracting clean Markdown from any webpage by paying $0.005 USDC per ca…
— ○ ⏳ — — — — — —
61454
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
— ○ ⏳ — — — — 81 —
61455
PatrickKalkman
AI-powered assistant that connects Claude to video encoding workflows, translat…
— ○ ⏳ — — — — 81 —
61456
naranmunkh
ubcab-bo-mcp Claim
MCP server for UBCab Backoffice API enabling driver search, detail/rating retri…
— ○ ⏳ — — — — — —
61457
PostHog
A Model Context Protocol server that enables Claude Desktop users to interact d…
— ○ ⏳ — N/A N/A — 95 —
61458
agentphone
AgentPhone Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
— ○ ⏳ — — — — 81 —
61459
pquattro
MemoraEU Claim
Zero-knowledge persistent memory layer for AI agents. Encrypted client-side, ho…
— ○ ⏳ — N/A N/A — 75 —
61460
draekien-industries
membank Claim
LLM memory management system that stores corrections, preferences, decisions, a…
— ○ ⏳ — N/A N/A — — —
61461
smartmemory
Stratum MCP Claim
Structured execution for coding agents: contracts, postconditions, gates, guard…
— ○ ⏳ — N/A N/A — — —
61462
rohit1223
An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
— ○ ⏳ — N/A N/A — — —
61463
dablro12
Provides emergency hotline numbers, restrooms and outdoor safety bells, after-h…
— ○ ⏳ — — — — — —
61464
democratize-technology
Chronos MCP Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
— ○ ⏳ — — — — — —
61465
matematicsolutions
se-eli-mcp Claim
Enables AI agents to search and retrieve consolidated Swedish statutes (SFS) fr…
— ○ ⏳ — — — — — —
61466
toby1123yjh
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
— ○ ⏳ — N/A N/A — — —
61467
jmpijll
This MCP server provides tools to interact with FortiManager via JSON-RPC, but …
— ○ ⏳ — — — — — —
61468
arkrel
Arkrel Claim
Turn documents into verified, structured data: fields, tables, and automatic ch…
— ○ ⏳ — — — — — —
61469
praxeo
An MCP server that provides access to 400+ AI models via OpenRouter, enabling c…
— ○ ⏳ — — — — — —
61470
P-bit-display
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
— ○ ⏳ — N/A N/A — — —
61471
SpiderIQ
publish Claim
SpiderIQ Publish: content platform MCP (pages, posts, templates, components, do…
— ○ ⏳ — N/A N/A — — —
61472
vinkius-labs
A local MCP server that extracts clean Markdown from any developer portal using…
— ○ ⏳ — N/A N/A — — —
61473
StarBoze
Enables remote control of Adobe Photoshop on macOS and Windows via MCP, support…
— ○ ⏳ — N/A N/A — 95 —
61474
DharhshiniVJ
mongo-mcp Claim
A local MCP server that connects Claude Desktop to a MongoDB database, enabling…
— ○ ⏳ — N/A N/A — — —
61475
top
TopYappers Claim
# TopYappers Social media intelligence for AI agents. Access viral content dis…
— ○ ⏳ — — — — 81 —
61476
jakemaxsigal-creator
Pay-per-call web search for AI agents, settled in USDC on Base via the x402 pro…
— ○ ⏳ — — — — — —
61477
deepakbishnoi717
Enables users to manage expenses with category support, including adding expens…
— ○ ⏳ — — — — 81 —
61478
tempestim
Enables natural language interaction with Ghost Inspector for managing automate…
— ○ ⏳ — — — — — —
61479
Cymosoft
Cymosoft Claim
Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
— ○ ⏳ — — — — — —
61480
prafulsapkota
Enables reading and streaming of organization document formats (PDF, DOCX, Exce…
— ○ ⏳ — N/A N/A — — —
61481
treuille
Gives Claude full read/write access to your Notion workspace with token-efficie…
— ○ ⏳ — N/A N/A — — —
61482
axtontc
MemMCP Claim
A Byzantine fault-tolerant MCP Memory server that uses SQLite write-ahead loggi…
— ○ ⏳ — N/A N/A — — —
61483
pmarmaroli
vocametrix Claim
Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
— ○ ⏳ — — — — 81 —
61484
mtsboy01
Enables authorized Android security testing with static and dynamic analysis, F…
— ○ ⏳ — N/A N/A — — —
61485
positonic
Connect Claude to your Exponential workspace to manage projects, actions, and O…
— ○ ⏳ — — — — — —
61486
wuwo1979
A ready-to-run MCP gateway and multi-agent scheduling system with 14 built-in t…
— ○ ⏳ — — — — — —
61487
openclaw-ai
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
— ○ ⏳ — — — — 81 —
61488 — ○ ⏳ — N/A N/A — 95 —
61489
AuthBits
webmcp Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
— ○ ⏳ — N/A N/A — — —
61490
victorlane
Flyan Claim
Unofficial Python SDK and MCP server for Ryanair flight search. Find one-way fa…
— ○ ⏳ — — — — — —
61491
rmoskwa
An AI-powered server that helps users understand Pulseq code and MRI physics pr…
— ○ ⏳ — N/A N/A — 95 —
61492
GiantBeaver9
api-mcp Claim
Enables LLMs to make arbitrary HTTP API requests with any method and full contr…
— ○ ⏳ — — — — — —
61493
Musaraf-M
sentinal-mcp Claim
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnost…
— ○ ⏳ — N/A N/A — — —
61494
CSOAI-ORG
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
— ○ ⏳ — — — — — —
61495
MikkoParkkola
trvl Claim
AI travel agent for flights, hotels, rental cars, ground transport, price alert…
— ○ ⏳ — N/A N/A — 95 —
61496
enc0ded
vue-ts-lsp Claim
Self-contained MCP server providing type-aware code intelligence for TypeScript…
— ○ ⏳ — N/A N/A — — —
61497 — ○ ⏳ — — — — 81 —
61498
tsilva
mcp-wandb Claim
Enables LLM agents to query Weights & Biases experiments, including listing pro…
— ○ ⏳ — — — — — —
61499
DingDawg-dev
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
— ○ ⏳ — N/A N/A — 83 —
61500
wdm0006
MCP server offering text analysis tools for writing improvement, including spel…
— ○ ⏳ — N/A N/A — — —
Showing 61451–61500 of 69070 servers