MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42401
tomgutt
Enables AI tools to connect to the Dovetail API for accessing customer insights…
— ○ ⏳ — — — — — —
42402
garystafford
Enables AI agents to search for stock photography based on current location and…
— ○ ⏳ — — — — — —
42403
cmendezs
Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2…
— ○ ⏳ — N/A N/A — — —
42404 — ○ ⏳ — N/A N/A — 95 —
42405
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
— ○ ⏳ — — — — — —
42406
lllxpr
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — N/A N/A — — —
42407
fluyeporlaweb
Search viral content on X/Twitter, analyze any account, get trending topics by …
— ○ ⏳ — — — — — —
42408
tw00
agent2agent Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
— ○ ⏳ — — — — — —
42409
LowEntry
Amber Claim
Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-top…
— ○ ⏳ — — — — — —
42410
NikitaMurugov
yonote-mcp Claim
MCP server for managing Yonote workspace, providing 56 tools for documents, col…
— ○ ⏳ — — — — — —
42411
labeveryday
A Model Context Protocol server providing network diagnostic tools for AI agent…
— ○ ⏳ — — — — — —
42412
Kyle-Ski
Provides LLM context on U.S. national parks by integrating National Park Servic…
— ○ ⏳ — — — — — —
42413
talhamsajid
Axon Pro Claim
Transforms codebases into structural knowledge graphs for AI agents and develop…
— ○ ⏳ — N/A N/A — — —
42414
aronroyca
zoom-mcp Claim
Provides AI agents with structured access to Zoom recorded meetings, enabling s…
— ○ ⏳ — N/A N/A — — —
42415
Pulltrader
Estimates the net amount a trading-card seller keeps when selling the same card…
— ○ ⏳ — — — — — —
42416
kubouchiyuya
A multi-provider voice notification MCP server that enables Claude Code to prov…
— ○ ⏳ — N/A N/A — 95 —
42417
Nanda-Kiran
A git-backed per-repo memory layer for Claude Code, enabling persistent, versio…
— ○ ⏳ — N/A N/A — — —
42418
ligea-gmbh
AI Act Radar Claim
EU AI Act obligations and updates from ten official sources, incl. the national…
— ○ ⏳ — — — — — —
42419
salahawad
An MCP server that gives Claude Code and Codex full control of a personal Outlo…
— ○ ⏳ — N/A N/A — — —
42420
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
— ○ ⏳ — — — — 81 —
42421
piyushgupta53
Provides a standardized interface for interacting with WhatsApp through the Gre…
— ○ ⏳ — — — — — —
42422
aernouddekker
mailappmcp Claim 1
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
— ○ ⏳ — N/A N/A — 95 —
42423
Zhonghao1995
mike-plus Claim
A headless, natural-language-driven automated modelling workflow for MIKE+, ena…
— ○ ⏳ — N/A N/A — — —
42424 — ○ ⏳ — N/A N/A — 95 —
42425
shreeyachand
A read-only MCP server for Goodreads that enables LLMs to search for books, ret…
— ○ ⏳ — — — — — —
42426
McScribble
Enables AI agents to manage events, venues, songs, and users via the Sonic API,…
— ○ ⏳ — — — — — —
42427
openclaw
Peekaboo Claim
A macOS automation tool that provides high-fidelity screen capture, AI analysis…
— ○ ⏳ — N/A N/A — — —
42428
enmanuelmag
heimdall-mcp Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
— ○ ⏳ — — — — — —
42429
delk73
Enables validation, diff generation, and backend population for Synesthetic ass…
— ○ ⏳ — — — — 81 —
42430
chandshy
mailpouch Claim
An MCP server that gives AI agents permission-gated, audit-logged access to pri…
— ○ ⏳ — N/A N/A — — —
42431
cmagorian
TrainHeroic Claim
Allows for management of TrainHeroic Athlete accounts via MCP and the unofficia…
— ○ ⏳ — — — — — —
42432
SwarupRavi
Analyzes file access times, duplicates, and sizes to identify rarely used files…
— ○ ⏳ — N/A N/A — 95 —
42433
apiccelli
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
— ○ ⏳ — N/A N/A — 95 —
42434
powergridiq
PowerGridIQ Claim
The PGIQ Rating as agent tools: where to site or schedule a large electricity l…
— ○ ⏳ — N/A N/A — — —
42435
labrinyang
synai-relay Claim
An MCP server enabling AI agents to browse, claim, submit, and manage paid task…
— ○ ⏳ — — — — — —
42436
middlefieldgs
Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
— ○ ⏳ — — — — — —
42437
mitchlevis
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
— ○ ⏳ — N/A N/A — — —
42438
raul-villar-ai
Exposes six Neo4j graph tools for tracing data lineage, checking compliance bou…
— ○ ⏳ — — — — — —
42439
sanjibani
MCP server for CourtReserve racquet-sports club management, enabling AI clients…
— ○ ⏳ — — — — — —
42440
Ansvar-Systems
Enables querying Belgian statutes and provisions from the Belgian Official Gaze…
— ○ ⏳ — — — — — —
42441
spron-in
mcp-everest Claim
An unofficial MCP server for Percona Everest that enables AI-powered interactio…
— ○ ⏳ — — — — 81 —
42442
rideRTD
Provides tools and slash commands to onboard developers and manage DevOps workf…
— ○ ⏳ — N/A N/A — 95 —
42443
getbraincloud
Helper for brainCloud MCP that gives it local file access, enabling easy git sy…
— ○ ⏳ — N/A N/A — — —
42444
abhishekmprovoke
Enables AI-powered mobile app testing and automation through Appium, using Azur…
— ○ ⏳ — — — — 81 —
42445
matthewholliday
Enables rolling of standard RPG dice (d4, d6, d8, d10, d12, d20, d100, etc.) us…
— ○ ⏳ — — — — — —
42446
LalwaniPalash
trove-mcp Claim
Enables users to search and analyze academic papers from multiple sources, fetc…
— ○ ⏳ — N/A N/A — — —
42447
ryan-norman-cmm
A comprehensive MCP server for managing product initiatives, architecture decis…
— ○ ⏳ — N/A N/A — — —
42448
akmalovaa
proxmox-mcp Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
— ○ ⏳ — — — — — —
42449
ShinYeol-Lee
Provides a human-in-the-loop security layer for AI agents by intercepting file …
— ○ ⏳ — N/A N/A — — —
42450
UnCooe
Enables AI agents to investigate backend incidents by executing runbooks that g…
— ○ ⏳ — — — — — —
Showing 42401–42450 of 69343 servers
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