MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62351
thenamespace
Enables AI assistants to interact with the Ethereum Name Service via natural la…
— ○ ⏳ — — — — — —
62352
Sebtiago
usuarios Claim
Creates synthetic user profiles from research data to validate service designs …
— ○ ⏳ — N/A N/A — — —
62353
rajuatmakuri5
Enables interaction with VMware SDDC Manager through natural language, exposing…
— ○ ⏳ — — — — — —
62354
sachitha7
An MCP server for Dolibarr ERP/CRM that lets Claude or any MCP-compatible clien…
— ○ ⏳ — — — — — —
62355
XBP-Europe
A universal mathematics MCP server that gives LLM clients full access to SageMa…
— ○ ⏳ — — — — — —
62356
wyre-technology
syncro-mcp Claim
An MCP server for Syncro MSP platform, enabling management of tickets, assets, …
— ○ ⏳ — — — — — —
62357
elmau21
A Model Context Protocol server that exposes the agent-skills-vrc-udon reposito…
— ○ ⏳ — N/A N/A — — —
62358
jhstatewide
An MCP server that wraps the steel-dev API to enable AI agents to visit website…
— ○ ⏳ — — — — — —
62359
maoxin1234
Enables AI clients to directly read and write Excel files, including reading st…
— ○ ⏳ — N/A N/A — — —
62360
jamot-pro
Jamot MCP Claim
An MCP server that turns AI agents into a coordination brain for human teams — …
— ○ ⏳ — — — — — —
62361
lexsocket
Enables search and analysis of European public procurement tenders, including E…
— ○ ⏳ — — — — — —
62362
NTinfinitumnihil
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
— ○ ⏳ — — — — — —
62363
clay-good
Sophie Well Claim
Always free healthcare utilities.
— ○ ⏳ — N/A N/A — — —
62364
iracic82
Manages Infoblox Universal DDI infrastructure (DNS, DHCP, IPAM, security) throu…
— ○ ⏳ — — — — — —
62365
cc1a2b
MCP server for correct Arabic formatting — currency, Hijri dates, number-to-wor…
— ○ ⏳ — N/A N/A — — —
62366
mediiiiium
mcp-jp Claim
MCP servers for Japanese SMB SaaS without their own MCP support, such as KING O…
— ○ ⏳ — — — — — —
62367
1036007003-wq
Free MCP server to automate TikTok viral marketing — search trending videos, an…
— ○ ⏳ — — — — — —
62368
takeachangs
Enables MCP clients to read Toss Securities market data and account info, and o…
— ○ ⏳ — N/A N/A — — —
62369
Lyncee
proxmox-mcp Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
— ○ ⏳ — — — — — —
62370
rom4ik1346
Analyze GitHub repositories with health scores, issue triage, and action items …
— ○ ⏳ — — — — — —
62371
skyjoe66
An MCP server that enables Claude Code and Claude Desktop to generate and edit …
— ○ ⏳ — N/A N/A — — —
62372
NathanNorman
A persistent memory MCP server for Claude Code that enables long-term recall ac…
— ○ ⏳ — N/A N/A — — —
62373 — ○ ⏳ — N/A N/A — 95 —
62374
ldippo
transcend Claim
A code-intelligence MCP server for coding agents that combines a static reposit…
— ○ ⏳ — N/A N/A — — —
62375
Raghvendra-Raghuvanshi
A Model Context Protocol server for browser automation using Selenium WebDriver…
— ○ ⏳ — N/A N/A — — —
62376
oogleyskr
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
— ○ ⏳ — — — — — —
62377
akshatbindal
Provides comprehensive stock market data and technical analysis tools via the M…
— ○ ⏳ — — — — — —
62378
plusplusoneplusplus
MCP Server Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
— ○ ⏳ — — — — — —
62379
VasiHemanth
Live X (Twitter) and web search for any coding agent through your existing Grok…
— ○ ⏳ — N/A N/A — — —
62380
aircodelabs
Grasp Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
— ○ ⏳ — — — — 81 —
62381
anatolykoptev
gtr-mcp Claim
An MCP server that wraps git-worktree-runner to enable AI agents to manage git …
— ○ ⏳ — N/A N/A — — —
62382
sfsupplies
An MCP server that exposes SF Supplies product search API to LLM tools. Support…
— ○ ⏳ — — — — — —
62383
MIt9
MCP server for Perplexity AI Pro that enables deep web search, thread managemen…
— ○ ⏳ — — — — — —
62384
cuenobi
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
62385
tabaldi98
bunge-ds-mcp Claim
MCP server that exposes the @bunge/ds-components design system catalog, allowin…
— ○ ⏳ — N/A N/A — — —
62386
AiAgentKarl
MCP server giving AI agents access to global supply chain and trade data from U…
— ○ ⏳ — — — — — —
62387
kazumah1
Smithery Claim
Enable seamless integration of AI agents with external data sources and tools t…
— ○ ⏳ — N/A N/A — 95 —
62388
industriesfatty-spec
fattly Claim
MCP server that enables AI assistants to generate images, video, and audio via …
— ○ ⏳ — — — — — —
62389
alexgenovese
MCP server for WordPress REST API that enables managing posts, pages, media, co…
— ○ ⏳ — — — — — —
62390
lu1ee
Reads the local SQLite cache of the Notion desktop app to enable fast, offline …
— ○ ⏳ — N/A N/A — — —
62391
falcoschaefer99-eng
muse-brain Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
— ○ ⏳ — N/A N/A — — —
62392
apitlekays
meteor-mcp Claim
Provides complete Meteor.js v3.4.0 API documentation, code examples, and archit…
— ○ ⏳ — — — — — —
62393
baba786
An MCP server implementation that integrates with Angle One APIs to provide sta…
— ○ ⏳ — — — — 81 —
62394
jnotsknab
Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
— ○ ⏳ — N/A N/A — — —
62395
nexgendata-apify
Federal and state court record lookup. Run a name or company through and get ba…
— ○ ⏳ — — — — 81 —
62396
irachrist1
daylens-mcp Claim
Connects AI assistants like Cursor and Claude to your local Daylens timeline so…
— ○ ⏳ — N/A N/A — — —
62397
friendlygeorge
Enables AI assistants to access and manage Jobber field-service data including …
— ○ ⏳ — N/A N/A — — —
62398
lakshyamehta03
MCP server for the Internet Archive's Wayback Machine. Search archived snapshot…
— ○ ⏳ — — — — — —
62399
dtlele
Enables browser automation using Playwright, including navigation, screenshots,…
— ○ ⏳ — N/A N/A — — —
62400
andrewconnell
senja-mcp Claim
An MCP server that enables AI assistants to list, retrieve, and create testimon…
— ○ ⏳ — N/A N/A — — —
Showing 62351–62400 of 69052 servers