MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40001
Liamdbav
WEATHGARDS Claim
Exposes MCP tools that enable remote LLMs to query local Docker containers, OS …
— ○ ⏳ — N/A N/A — — —
40002
amghanekar-deloitte
Two MCP servers that give Claude and any MCP-compatible client natural-language…
— ○ ⏳ — — — — — —
40003
MarceloCaporale
Local MCP server for safe inspection and dry-run cleanup of leftover subprocess…
— ○ ⏳ — N/A N/A — — —
40004
Veedubin
Provides AI agents with professional-grade tools for expected value calculation…
— ○ ⏳ — — — — — —
40005
chrischall
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
— ○ ⏳ — N/A N/A — — —
40006
ajaaysrinivaas
reddit_mcp Claim
A Model Context Protocol server for reading public Reddit data and posting auth…
— ○ ⏳ — — — — — —
40007
weselow
MCP server that provides 46 tools for managing Yandex Webmaster API v4, enablin…
— ○ ⏳ — — — — — —
40008
NG-Bullseye
MCP server for fetching NVDA earnings and US CPI data, including historical val…
— ○ ⏳ — — — — — —
40009
kingtousick
lawyer-mcp Claim
Enables searching Korean court auction cases and personal case information via …
— ○ ⏳ — N/A N/A — — —
40010
Thammasok
sample-mcp Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
— ○ ⏳ — N/A N/A — — —
40011
RamehNagella
Enables natural-language-based employee leave management including leave balanc…
— ○ ⏳ — N/A N/A — — —
40012
NoBanks
gorgias-mcp Claim
Enables AI agents to manage Gorgias support tickets: list open tickets, read co…
— ○ ⏳ — — — — — —
40013
millsydotdev
Code-MCP Claim
Turns AI assistants into full-stack software engineers with 36 tools for cognit…
— ○ ⏳ — — — — 81 —
40014
CSOAI-ORG
notification-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
40015
Rumblingb
Enables asynchronous messaging between AI agents, including sending messages, p…
— ○ ⏳ — N/A N/A — — —
40016
ToddFisher42
Provides real-time AI infrastructure data including LLM costs, model benchmarks…
— ○ ⏳ — — — — — —
40017
universal-mcp
Provides a standardized interface for interacting with Coda's tools and service…
— ○ ⏳ — — — — — —
40018
Jacobobber
fh6-tuner Claim
An MCP server that analyzes Forza Horizon 6 telemetry to provide AI-driven tuni…
— ○ ⏳ — N/A N/A — — —
40019
himnishpersonal
Analyzes financial contract PDFs to extract clauses, flag risk terms, and compa…
— ○ ⏳ — — — — — —
40020
Swcmb
Enables AI clients to communicate with Hermes messaging middleware in real-time…
— ○ ⏳ — — — — — —
40021
NigelVanHattum
Exposes Trading 212 trading account, instruments, orders, history, and pies as …
— ○ ⏳ — — — — — —
40022
Kennexcorp
A Model Context Protocol server that provides real-time weather alerts and fore…
— ○ ⏳ — — — — — —
40023
hughmadden
MeuralMCP Claim
Provides MCP tools for coding agents to inspect and control Meural Canvas devic…
— ○ ⏳ — N/A N/A — — —
40024
Invaliduser1330
A production-ready MCP server template with example tools for health check and …
— ○ ⏳ — — — — — —
40025
satohubai
Sato Kit Claim
Prepare -> execute for onchain agent actions: policy pre-flight, simulation, re…
— ○ ⏳ — N/A N/A — — —
40026
amslimaa
Enables management of Unity Catalog resources (catalogs, schemas, tables) and e…
— ○ ⏳ — — — — — —
40027
Seo-yul
MCP server for finding nearby public toilets in Seoul, with real-time open stat…
— ○ ⏳ — — — — — —
40028
josh-sea
airspeed-mcp Claim
Remote MCP server that exposes Airspeed/Glyphic call data to Claude web, enabli…
— ○ ⏳ — — — — — —
40029
davidlg
OpenWebhook Claim
Inspect webhooks from Cursor or Claude. No account needed. Pro adds permanent s…
— ○ ⏳ — N/A N/A — — —
40030
cwdshaun
Full-featured MCP connector for Odoo ERP via XML-RPC, enabling natural language…
— ○ ⏳ — — — — — —
40031
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
— ○ ⏳ — — — — — —
40032
psam-717
MCP server for psamvault — lets AI agents use your stored credentials without e…
— ○ ⏳ — N/A N/A — — —
40033
Floryvibla
An example MCP server using mcp-handler to integrate MCP tools, prompts, and re…
— ○ ⏳ — — — — — —
40034
cclawton
music21-mcp Claim
Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …
— ○ ⏳ — N/A N/A — — —
40035
Eyalm321
MCP server for Originality.ai that provides tools for AI detection, plagiarism …
— ○ ⏳ — — — — — —
40036
wyre-technology
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
— ○ ⏳ — — — — — —
40037
wjd0ha
Analyzes government support program announcements and business profiles to dete…
— ○ ⏳ — — — — — —
40038
nisioka
A household knowledge base MCP server that stores family information like warra…
— ○ ⏳ — N/A N/A — — —
40039
gtrias
Enables AI assistants to manage i18next translation files, including adding key…
— ○ ⏳ — N/A N/A — — —
40040
seppez89
Enables AI assistants to assess a small business's AI readiness (0–100 score), …
— ○ ⏳ — N/A N/A — — —
40041
Kim-Kyowon
AI-powered dependency vulnerability and breaking change analyzer that scans dep…
— ○ ⏳ — N/A N/A — — —
40042
runotwo
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
— ○ ⏳ — N/A N/A — — —
40043
avicuna
Enables Claude to capture screenshots, watch your screen in real-time, read tex…
— ○ ⏳ — N/A N/A — — —
40044
renderdraw
Lens Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
— ○ ⏳ — N/A N/A — — —
40045
thanakon228
VoxelForge Claim
A voxel editor with MCP bridge enabling AI agents to create and edit 3D models,…
— ○ ⏳ — N/A N/A — — —
40046
kkroekerMTB
Lightweight Node MCP server that enables querying Tally product and category da…
— ○ ⏳ — — — — — —
40047
nsh1l
Enables managing a print queue for office documents via a WinUI GUI, supporting…
— ○ ⏳ — — — — — —
40048
srotzin
Hive Wallet Claim
HiveWallet MCP Server
— ○ ⏳ — — — — — —
40049
botdojo-ai
Enables browser automation (navigation, screenshots, clicking, typing) and AI i…
— ○ ⏳ — N/A N/A — — —
40050
sanchorelaxo
Provides access to Ontario open government data through the CKAN API, enabling …
— ○ ⏳ — N/A N/A — — —
Showing 40001–40050 of 69365 servers
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