MCP Server Quality Scores

Independent quality analysis of 68328 public MCP servers

68328
Discovered
→
33208
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67651
hotwired-sh
hotwired-mcp Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
— ○ ⏳ — N/A N/A — — —
67652
kira4094
Enables video generation from text prompts or images using Agnes AI's video mod…
— ○ ⏳ — — — — — —
67653
aboudou-cto-bloko
MCP server for Prospecto that enables managing your prospection pipeline with A…
— ○ ⏳ — — — — — —
67654
Yongthyuan
A local-first bridge for moving useful context between coding agents, indexing …
— ○ ⏳ — N/A N/A — — —
67655
Scottcjn
An MCP server that takes a text prompt and automatically generates a 3D model t…
— ○ ⏳ — N/A N/A — — —
67656
Fonteum
Source-provenanced US federal healthcare provider data over MCP, with 14-tuple …
— ○ ⏳ — N/A N/A — — —
67657
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
— ○ ⏳ — N/A N/A — — —
67658
Belenos-Toutatis
komoot-mcp Claim
Enables users to interact with Komoot for managing tours, planning routes, expo…
— ○ ⏳ — — — — — —
67659
Kevin9703
Read-only MCP server that scans Docker Compose, Cloudflare Tunnel, and .env fil…
— ○ ⏳ — N/A N/A — — —
67660
gredevelopment
arca-mcp Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
— ○ ⏳ — N/A N/A — — —
67661
KaungHtunThant
j-hunt-mcp Claim
A local job-hunting MCP server for discovering jobs across pluggable web source…
— ○ ⏳ — N/A N/A — — —
67662
jongaudu
Enables managing Ericsson Enterprise Wireless networks via three domain-specifi…
— ○ ⏳ — — — — — —
67663
maksdizzy
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
— ○ ⏳ — — — — — —
67664
ssql2014
An MCP server that enables Claude Code CLI to interact with Cloud Desktop, Chat…
— ○ ⏳ — N/A N/A — — —
67665
delimit-ai
delimit Claim
API governance server that detects breaking changes in OpenAPI specs. Diffs two…
— ○ ⏳ — N/A N/A — 95 —
67666
dgalarza
Enables interaction with the Buttondown newsletter API for managing emails, sub…
— ○ ⏳ — — — — — —
67667
shawnhack
exocortex Claim
Personal unified memory system for AI coding agents, providing persistent memor…
— ○ ⏳ — N/A N/A — — —
67668
ColinHughes2121
omnicall-mcp Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
— ○ ⏳ — — — — — —
67669
yumeminami
Enables issue-to-code automation for GitHub and GitLab by connecting AI assista…
— ○ ⏳ — N/A N/A — — —
67670
NoveltyDreams
Biblical text analysis with textual criticism support. An MCP server for morpho…
— ○ ⏳ — N/A N/A — — —
67671
georgeasoto
Enables Claude to create, manage, and clean up git worktrees automatically, inc…
— ○ ⏳ — N/A N/A — — —
67672
xcdd
MCP server for persistent SSH sessions with tmux integration, port forwarding, …
— ○ ⏳ — N/A N/A — — —
67673
dmayan-ss
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
— ○ ⏳ — N/A N/A — — —
67674
AliRezaBeigy
Enables AI clients to search, browse, inspect, and download 3D models from Sket…
— ○ ⏳ — — — — — —
67675
lyzetam
mcp-n8n Claim
MCP server for n8n workflow automation, enabling management of workflows, execu…
— ○ ⏳ — — — — — —
67676
kazim4uk
anki-mcp Claim
Enables AI assistants to manage Anki flashcards, decks, note types, tags, and m…
— ○ ⏳ — N/A N/A — — —
67677
algony-tony
Exposes full Linux system control to AI clients via MCP tools for bash executio…
— ○ ⏳ — — — — — —
67678
tracegazer
MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, use…
— ○ ⏳ — — — — — —
67679
junter1989k-ai
France shipping labels for AI agents: buy Mondial Relay and more, track and ref…
— ○ ⏳ — — — — — —
67680
lie5860
Enables Claude to perform real-time web searches and fetch web page content via…
— ○ ⏳ — — — — — —
67681
josh-sea
airspeed-mcp Claim
Remote MCP server that exposes Airspeed/Glyphic call data to Claude web, enabli…
— ○ ⏳ — — — — — —
67682
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
— ○ ⏳ — — — — — —
67683
geekjourneyx
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
— ○ ⏳ — N/A N/A — — —
67684
sla10132000
mcpscope Claim
A simple local MCP server that provides greeting and integer addition tools.
— ○ ⏳ — N/A N/A — — —
67685
codingriver
upilot Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
— ○ ⏳ — N/A N/A — — —
67686
songyaeji
Enables searching and retrieving security conference papers from major venues (…
— ○ ⏳ — — — — — —
67687
hillerliao
Enables querying index valuations (PE, PB, etc.) for 63 Chinese stock indices, …
— ○ ⏳ — N/A N/A — — —
67688
Dave-Nguyen-PM
MCP server enabling Cursor to interact with Google Workspace services including…
— ○ ⏳ — — — — — —
67689
debaditya-mohankudo
Enables AI agents to investigate Splunk exports or live queries using determini…
— ○ ⏳ — N/A N/A — — —
67690
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
— ○ ⏳ — N/A N/A — — —
67691
ishumilin
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
— ○ ⏳ — — — — — —
67692
dceptev-byte
Scans prompts for PII and masks or redacts sensitive data locally before sendin…
— ○ ⏳ — N/A N/A — — —
67693
thanakon228
VoxelForge Claim
A voxel editor with MCP bridge enabling AI agents to create and edit 3D models,…
— ○ ⏳ — N/A N/A — — —
67694
Kim-Kyowon
AI-powered dependency vulnerability and breaking change analyzer that scans dep…
— ○ ⏳ — N/A N/A — — —
67695
runotwo
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
— ○ ⏳ — N/A N/A — — —
67696
sanchorelaxo
Provides access to Ontario open government data through the CKAN API, enabling …
— ○ ⏳ — N/A N/A — — —
67697
Kisyntra
Local zero-trust permission gateway for AI agents. Enforces policy-based tool a…
— ○ ⏳ — N/A N/A — — —
67698
InvariantHoldings
Enables interactive Agda proof development via MCP, allowing clients to persist…
— ○ ⏳ — N/A N/A — — —
67699
akrowczyk
Enables AI assistants to control and monitor Tesla vehicles via natural languag…
— ○ ⏳ — — — — — —
67700
axel-belfort
Sandboxed code execution API for AI agents. Execute Python, JavaScript, or SQL …
— ○ ⏳ — N/A N/A — 95 —
Showing 67651–67700 of 68328 servers