MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60551
majiayu000
remem Claim
Local-first persistent memory for Claude Code and OpenAI Codex CLI. A single Ru…
— ○ ⏳ — N/A N/A — — —
60552
sjgant80-hub
Model Context Protocol server that lets Claude Desktop/Code drive a headless as…
— ○ ⏳ — N/A N/A — — —
60553
Yevhenii-Yatchenko
Manages multiple SIP user agents (phones) with full control over calls, registr…
— ○ ⏳ — N/A N/A — — —
60554
williamxhero
Safe Vision MCP enables safe and efficient local image inspection by generating…
— ○ ⏳ — N/A N/A — — —
60555
fsans
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
— ○ ⏳ — — — — — —
60556 — ○ ⏳ — N/A N/A — 95 —
60557
Bobjonesgood
x402nano Claim
Machine-payable prediction-market briefs and probability-change monitoring for …
— ○ ⏳ — — — — — —
60558
JL-VALERO
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
— ○ ⏳ — N/A N/A — — —
60559
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
— ○ ⏳ — — — — 81 —
60560
jaydenk
Enables AI assistants to read and create Fantastical calendar events on macOS u…
— ○ ⏳ — N/A N/A — — —
60561
dla-kirito
An MCP server that lets AI assistants see your macOS desktop, capture screensho…
— ○ ⏳ — N/A N/A — — —
60562
celigo
Celigo Claim
Manage your Celigo integrator.io account: integrations, flows, connections, err…
— ○ ⏳ — — — — — —
60563
tomopay
Connects AI assistants to Exa's search capabilities, enabling web search, code …
— ○ ⏳ — — — — — —
60564
codepawl
MCP-first UI/UX review layer for AI-generated frontends. Enables reviewing web …
— ○ ⏳ — N/A N/A — — —
60565
mbeps
Enables LLMs to work with Excel and CSV files through structured tools for work…
— ○ ⏳ — — — — — —
60566
reory
mytool3 Claim
A lightweight MCP server that bridges Claude AI with local Python execution, en…
— ○ ⏳ — N/A N/A — — —
60567
AxolotDevelopment
Enables AI assistants to interact with Axolot CMS for content, design tokens, m…
— ○ ⏳ — N/A N/A — — —
60568
chrischall
evite-mcp Claim
Evite for Claude — list events, guest lists & RSVPs, RSVP, message guests, and …
— ○ ⏳ — N/A N/A — 83 —
60569
QuocTang
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
— ○ ⏳ — — — — — —
60570
XiaYeAI
Provides a Model Context Protocol server to integrate Vercel API for managing p…
— ○ ⏳ — — — — — —
60571
Thinh-nguyen-03
Enables scheduling meetings and sending email confirmations through Google Cale…
— ○ ⏳ — — — — 81 —
60572
Reka0rt
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — N/A N/A — — —
60573
AnkitOhlan
MCP server for Claude Code CLI that integrates with Google Workspace, enabling …
— ○ ⏳ — — — — — —
60574
jackculpan
Search award flight availability, points pricing, and status matches from your …
— ○ ⏳ — — — — — —
60575
yothunder
Enables browsing and preparing study materials from local documents (PDF, Markd…
— ○ ⏳ — N/A N/A — — —
60576
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
— ○ ⏳ — N/A N/A — — —
60577
biocontext-ai
An MCP server for searching and accessing RNA sequencing datasets from the Euro…
— ○ ⏳ — — — — — —
60578
SMS-Masivos
Enables AI assistants to send SMS, manage contacts, verify numbers, and query c…
— ○ ⏳ — — — — — —
60579
wyre-technology
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
— ○ ⏳ — — — — — —
60580
janschachtschabel
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
— ○ ⏳ — — — — — —
60581
RobertoDure
Provides AI assistants with secure access to Metasploit Framework functionality…
— ○ ⏳ — N/A N/A — — —
60582
intempt
MCP server for Intempt GrowthOS — AI content generation, brand management, know…
— ○ ⏳ — — — — — —
60583
sagarparasarmk
MCP server for cleaning up Yahoo Mail inbox, enabling email management (list, s…
— ○ ⏳ — — — — — —
60584
Zaloog
kanban-tui Claim
MCP server for kanban-tui, a terminal-based task manager, that exposes task, bo…
— ○ ⏳ — N/A N/A — — —
60585
anam-org
Enables managing AI personas, avatars, voices, and sessions from any MCP client…
— ○ ⏳ — — — — — —
60586
proGabby
Enables transforming raw bug notes into structured defect reports (Summary, Ste…
— ○ ⏳ — N/A N/A — — —
60587
Marco7734
Enables AI agents to monitor MetaTrader 5 accounts on remote Windows VPS via SS…
— ○ ⏳ — N/A N/A — 95 —
60588
Bohaohao
Product MCP Claim 1
MCP server for ERP product operations that enables AI agents to precheck produc…
— ○ ⏳ — — — — 81 —
60589
archis17
Enables AI assistants to interact with local Git repositories for operations li…
— ○ ⏳ — N/A N/A — 95 —
60590
chrishayuk
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
— ○ ⏳ — — — — — —
60591
headlohq
headlo-mcp Claim
MCP server that provides Claude Desktop and Claude Code with access to Headlo c…
— ○ ⏳ — — — — — —
60592
juananpe
Provides tools for searching and downloading images using Google Image Search A…
— ○ ⏳ — N/A N/A — — —
60593
srwlli
Enables AI assistants to generate professional documentation using structured t…
— ○ ⏳ — N/A N/A — 95 —
60594
kayomarz97
TransBench Claim
TransBench is a translational research agent that takes free-text clinical obse…
— ○ ⏳ — N/A N/A — — —
60595
axel-belfort
URL shortening API for AI agents. Convert long URLs into compact short links wi…
— ○ ⏳ — N/A N/A — 95 —
60596
tirth1263
Enables natural-language AI agents to query and manage Couchbase databases via …
— ○ ⏳ — — — — — —
60597
AllenComm
docsearch Claim
MCP server that enables searching and reading binary document files (PDF, DOCX,…
— ○ ⏳ — N/A N/A — — —
60598
CSOAI-ORG
dependency-updater-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
60599
Ansvar-Systems
Enables querying Latvian cybersecurity data, including regulations, guidelines,…
— ○ ⏳ — — — — — —
60600
Johnny-Martinez
MCP server providing tools to verify task completion (tests pass and changes ma…
— ○ ⏳ — N/A N/A — — —
Showing 60551–60600 of 69070 servers