MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66101
dinosaur24
nodehero Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
— ○ ⏳ — N/A N/A — 95 —
66102
jarmstrong158
clark-mcp Claim
A local, offline MCP server that provides a natural-language interface to Clark…
— ○ ⏳ — N/A N/A — — —
66103
cwattsnogueira
AVA Claim
Enables AI agents to create Gmail drafts safely using the Gmail API, without se…
— ○ ⏳ — N/A N/A — — —
66104
satiyap
Enables AI assistants to read Confluence Cloud pages as markdown, browse page t…
— ○ ⏳ — N/A N/A — — —
66105
devinoldenburg
MCP server for Aceternity UI components, enabling AI assistants to discover, se…
— ○ ⏳ — N/A N/A — — —
66106
mossipcams
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
— ○ ⏳ — — — — — —
66107
FoundZiGu
A fixed MCP server that interacts with RAGFlow for dataset management and chat …
— ○ ⏳ — — — — — —
66108
xiaobenyang-com
ip_search Claim
查询任意 IP 的威胁情报,快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息,辅助溯源、封禁与处置。加速告警研判与日常安全排查,提升响应效率。
— ○ ⏳ — N/A N/A — 95 —
66109 — ○ ⏳ — N/A N/A — 95 —
66110
easyspace
spotify-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
66111
Bluesun-Networks
MCP server for Huly project management — enables managing issues, documents, pe…
— ○ ⏳ — N/A N/A — — —
66112
joinBudget MCP Claim 1
joinBudget MCP: Manage personal finances, budget spaces, transactions, and cate…
— ○ — N/A N/A — 81 —
66113
farisi55
Bridges MCP for XiaoZhi AI agent using Cloudflare Workers + Durable Objects, ma…
— ○ ⏳ — — — — — —
66114
TONresistor
MCP server for managing TON blockchain sites, deployments, DNS, and storage via…
— ○ ⏳ — — — — — —
66115
dinglebear-ai
Yarr MCP Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
— ○ ⏳ — N/A N/A — — —
66116
aryanduntley
Debug PWAs in your real browser via MCP: service-worker, cache, installability …
— ○ ⏳ — N/A N/A — 95 —
66117
soapboxbuild
arcadia-mcp Claim
Connects to 7,000+ utilities to surface bill data, interval meter readings, and…
— ○ ⏳ — — — — — —
66118
Renan1fps
mcp-jira Claim
Enables interaction with Jira issues, projects, and comments via API Key. Suppo…
— ○ ⏳ — — — — — —
66119
YMuskrat
arcticdb-mcp Claim
An MCP server for structured read/write access to ArcticDB, enabling AI assista…
— ○ ⏳ — N/A N/A — — —
66120
BalaGanaparthi
An MCP server for managing Okta users (CRUD operations) with full OAuth 2.1 com…
— ○ ⏳ — N/A N/A — — —
66121
j0KZ
synthlab-mcp Claim
Enables AI-powered music composition and synthesis by generating Pure Data patc…
— ○ ⏳ — N/A N/A — — —
66122
hurryupmitch
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
— ○ ⏳ — — — — 81 —
66123
Sujimoshi
drawio-mcp Claim
A Model Context Protocol server for creating and managing draw.io diagrams with…
— ○ ⏳ — N/A N/A — — —
66124
Sqcows
forgejo-mcp Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
— ○ ⏳ — — — — — —
66125
audioeye
Scans live pages with the AudioEye rules engine and maps accessibility issues t…
— ○ ⏳ — N/A N/A — — —
66126 — ○ ⏳ — N/A N/A — 95 —
66127
andrscrrn
Ask your AI about your internet: uptime, outages and latency from Internet Moni…
— ○ ⏳ — N/A N/A — — —
66128
Degergokalp
Live Robinhood Chain tokenized-stock data: basis vs NASDAQ, gaps, pools, whale …
— ○ ⏳ — — — — — —
66129
ratulotron
sc-mcp Claim
A read-only MCP server that wraps the Scalable Capital CLI to expose broker dat…
— ○ ⏳ — N/A N/A — — —
66130
MrCartographer
Human-curated crypto signals, altcoin analysis, and airdrop alpha. x402 payment…
— ○ ⏳ — N/A N/A — 95 —
66131
mpgharris
docker-mcp Claim
Wraps the Docker Engine API as MCP tools for container and image management. Re…
— ○ ⏳ — — — — — —
66132
aakarshitsharma06
Supercharges AI-assisted debugging of Playwright tests by parsing trace files t…
— ○ ⏳ — N/A N/A — — —
66133
troelskn
swehockey Claim
Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.s…
— ○ ⏳ — — — — — —
66134
ptrinh
Final Notice Claim
Free, no-auth generator for professional debt-collection demand letters as prin…
— ○ ⏳ — — — — — —
66135
efeabio
MCP server for Redis interaction with dynamic connection setup and management.
— ○ ⏳ — N/A N/A — — —
66136
rochaussee
Manages your entire Webex Calling infrastructure using natural language through…
— ○ ⏳ — N/A N/A — — —
66137
Doucs91
hAIve MCP Claim
Enforces team knowledge and workflow policies for AI coding agents by providing…
— ○ ⏳ — N/A N/A — — —
66138
goldenpath-ai
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
— ○ ⏳ — — — — — —
66139
wyre-technology
An MCP server for the Salesbuildr platform, providing tools to manage quotes, p…
— ○ ⏳ — — — — — —
66140
retamayo
vigilante Claim
Records runtime events from any app via zero-code instrumentation and exposes t…
— ○ ⏳ — N/A N/A — — —
66141
AMMIROSOH
Kdenlive MCP Claim
Provides a headless video editing workflow using portable JSON projects and Kde…
— ○ ⏳ — N/A N/A — — —
66142
hinanyin
A TypeScript MCP server for querying React component documentation, searching a…
— ○ ⏳ — N/A N/A — — —
66143
eloktev
Wraps the Remnawave API to provide per-operation MCP tools with mutation safety…
— ○ ⏳ — — — — — —
66144
DarKSanjan
Unified MCP server offering 30 tools for Singapore government and public data i…
— ○ ⏳ — — — — — —
66145
glasswarp
Glasswarp Claim
Eyes and hands on real Windows PCs — observe, click, type via Glasswarp API.
— ○ ⏳ — — — — — —
66146
mazah81-gif
Greet people in multiple languages and perform quick math. Generate images from…
— ○ ⏳ — N/A N/A — 95 —
66147
enoch-sit
A comprehensive MCP server for Gmail, providing 17 tools to read, send, search,…
— ○ ⏳ — N/A N/A — — —
66148
therealtimex
Enables running arbitrary CLI tools as MCP server tools, configured via environ…
— ○ ⏳ — N/A N/A — — —
66149
elisjetmax
vault-kv-mcp Claim
A read-only MCP server that provides tools to read, list, and inspect secrets f…
— ○ ⏳ — N/A N/A — — —
66150
asmodeoux
Search multi-merchant supply, checkout, and track orders via MCP.
— ○ ⏳ — — — — — —
Showing 66101–66150 of 69007 servers