MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34016
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38701
qurihara
MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…
— ○ ⏳ — — — — — —
38702
marcinn2
Controls GREE/EWPE-compatible WiFi air conditioners directly over your LAN usin…
— ○ ⏳ — N/A N/A — — —
38703
ganyu123456
MCP server that enables LLMs to search, play, and manage music from multiple pl…
— ○ ⏳ — — — — — —
38704
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
— ○ ⏳ — N/A N/A — — —
38705
bookingtruth
Verifies travel bookings against supplier-authoritative evidence; honest UNKNOW…
— ○ ⏳ — — — — 67 —
38706
stefanstranger
MCP server for discovering and exploring Azure Verified Modules (AVM) from the …
— ○ ⏳ — — — — — —
38707
sandeep-alluru
NormSync Claim
Pre-commit norm gate for AI-generated PRs — enforces coding and contribution no…
— ○ ⏳ — — — — — —
38708
strommy76
agent-broker Claim
Enables multi-agent communication workflows with consensus arbitration, peer me…
— ○ ⏳ — — — — — —
38709
hamibot
Enables management and control of Hamibot devices and scripts, including device…
— ○ ⏳ — — — — — —
38710
auto-duan
strudel-mcp Claim
Provides Strudel reference documentation as MCP tools for AI coding assistants,…
— ○ ⏳ — N/A N/A — — —
38711
unhuman
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
— ○ ⏳ — N/A N/A — — —
38712
oakplank
RevitMCP Claim
A pyRevit extension and Python server that enables AI clients to interact with …
— ○ ⏳ — N/A N/A — — —
38713
BobLiu1996
A MySQL MCP server with DDL support, permission control, and operation logging,…
— ○ ⏳ — N/A N/A — — —
38714
janmalmstrom
lupaph-mcp Claim
Philippine real estate data for AI agents — search verified listings, calculate…
— ○ ⏳ — — — — — —
38715
Hemant-Agrawal
whoami-mcp Claim
Exposes a person's structured professional profile as MCP tools, enabling Claud…
— ○ ⏳ — — — — — —
38716
chrischall
workday-mcp Claim
Read-only Workday for Claude — fetch tasks, pay, benefits via your signed-in se…
— ○ ⏳ — N/A N/A — — —
38717
pygodzilla
STT2TTS MCP Claim
Local-first speech-to-text and text-to-speech MCP server. Hot-swappable engines…
— ○ ⏳ — N/A N/A — — —
38718
3ii-factory
Enables AI coding agents to verify code against YAML specifications, detecting …
— ○ ⏳ — N/A N/A — — —
38719
memextech
Enables AI assistants to programmatically control interactive terminal applicat…
— ○ ⏳ — N/A N/A — — —
38720
Bluesun-Networks
contacts-mcp Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
— ○ ⏳ — N/A N/A — — —
38721
gbram1
Hivemind Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
— ○ ⏳ — — — — — —
38722
kennypeh85
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
— ○ ⏳ — N/A N/A — — —
38723
shuruheel
mcp-engram Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
— ○ ⏳ — N/A N/A — — —
38724
zongqichen
Provides access to ORD specification and concept explanations with tools to ret…
— ○ ⏳ — N/A N/A — — —
38725
Serhatcck
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
— ○ ⏳ — N/A N/A — — —
38726
jcmach01
Enables Claude to generate AI videos using ViewMax Studio's video generation to…
— ○ ⏳ — — — — — —
38727
consigcody94
Enables AI workflows to integrate with Notion workspaces, supporting page and d…
— ○ ⏳ — — — — 81 —
38728
nqzai
kakunin-mcp Claim
Enables AI agents to self-verify their authorized scope, check risk scores, and…
— ○ ⏳ — — — — — —
38729
vkolotov
In-memory MCP server for cooperative collaboration between separate agents, ena…
— ○ ⏳ — — — — — —
38730
chiaha-ai
ReliaStats Claim
Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, sy…
— ○ ⏳ — — — — — —
38731
AIWerk
ClawHub.ai skill catalog: search, browse, inspect, and download skills (token u…
— ○ ⏳ — N/A N/A — — —
38732
peakacom
Enables LLMs to inspect schemas and execute SQL queries on Peaka projects using…
— ○ ⏳ — — — — — —
38733
RFingAdam
Enables AI agents to generate, view, and analyze engineering diagrams (RF, PCB,…
— ○ ⏳ — N/A N/A — — —
38734
tecnomanu
Provides network monitoring capabilities including real-time latency measuremen…
— ○ ⏳ — N/A N/A — — —
38735
misternay
MCP server that drives chat.sakana.ai via headless Chrome with persistent sessi…
— ○ ⏳ — N/A N/A — — —
38736
sandeep-alluru
HumanProof Claim
Agent trajectory scorer for human-likeness — flags bot-like patterns in automat…
— ○ ⏳ — N/A N/A — — —
38737
write-space
Writespace Claim
Persistent docs and memory for AI agents. Writespace is a collaborative markdow…
— ○ ⏳ — — — — — —
38738
csimi
elastic-mcp Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
— ○ ⏳ — — — — — —
38739
guangxiangdebizi
Enables AI assistants to interact with Polymarket prediction markets, including…
— ○ ⏳ — — — — — —
38740
0xNullAI
DG-MCP Claim
Enables MCP clients to control DG-Lab Coyote 2.0/3.0 devices via Bluetooth, pro…
— ○ ⏳ — N/A N/A — — —
38741
KaminaDuck
Provides AI assistants with access to Magic: The Gathering card data via Scryfa…
— ○ ⏳ — N/A N/A — — —
38742
angrysky56
A self-improving coding agent MCP server that enables code execution, semantic …
— ○ ⏳ — N/A N/A — — —
38743
Scottcjn
An MCP server that takes a text prompt and automatically generates a 3D model t…
— ○ ⏳ — N/A N/A — — —
38744
Dakera-AI
dakera-mcp Claim
Decay-weighted vector memory for AI agents — 83 MCP tools: store, recall, searc…
— ○ ⏳ — N/A N/A — — —
38745
boridon
CodeSherpa Claim
Remote MCP server enabling AI clients to securely inspect repositories over SSH…
— ○ ⏳ — — — — — —
38746
FrameMuse
rag Claim
A CLI tool and MCP server that turns markdown documentation into a searchable, …
— ○ ⏳ — N/A N/A — — —
38747
jongaudu
Enables managing Ericsson Enterprise Wireless networks via three domain-specifi…
— ○ ⏳ — — — — — —
38748
putaojuju
Enables AI agents to diagnose Windows computer problems safely through a consen…
— ○ ⏳ — — — — — —
38749
Unagi-cq
cdp-bridge Claim
Connects MCP clients to real browser sessions via a Chromium plugin, enabling L…
— ○ ⏳ — — — — — —
38750
Nikoble1926
ERC-8004 agent trust scores via x402: free preview + paid USDC-on-Base signed s…
— ○ ⏳ — N/A N/A — — —
Showing 38701–38750 of 69400 servers
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