OP
OpenTakeoff io.github.Kentucky-ai/opentakeoff 2.5 · 51/100 Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
Started and listed its tools
Other Official MCP Registry · npm Local 1k a week AGPL-3.0-ONLY
GL
glot io.github.MattJeff/glot 2.5 · 51/100 AI-native i18n: live string context, validated translations, glossary for your app catalogs
Not run: needs install scripts
Utilities Official MCP Registry · npm Local 1k a week MIT
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Send transactional email, run campaigns, manage contacts and automations, audit deliverability.
100% up · 30 days
Email Official MCP Registry · npm Local Remote 290 a week MIT
AU
AutoMobile dev.jasonpearson/auto-mobile 2.5 · 51/100 Mobile device interaction automation via MCP
Version check not run yet
Other Official MCP Registry · npm Local 1k a week APACHE-2.0
GE
GeoLabel io.github.TylerCoxDruin/geolabel 2.5 · 51/100 Turn GPS coordinates into place name, category, and live opening hours via OpenStreetMap.
Version check not run yet
Maps and location Official MCP Registry · PyPI Local MIT
FI
Find io.github.daedalus/mcp-server-find 2.5 · 51/100 MCP server discovery - find and install MCP servers from Official Registry, Glama, and Smithery
Version check not run yet
Other Official MCP Registry · PyPI Local MIT
AA
AI AppSec io.github.subodhkc/ai-appsec 2.5 · 51/100 Evidence-backed AppSec for AI applications and agents. Powered by HAIEC.
Started and listed its tools
Other Official MCP Registry · npm Local 1k a week MIT
PD
Pdfedit io.github.zp130221/pdfedit-mcp 2.5 · 51/100 Edit text inside existing PDFs: replace, delete, redact, insert, fill forms; original fonts kept.
100% up · 30 days
Office documents and spreadsheets Official MCP Registry · npm Local Remote 1k a week MIT
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Local-first visual regression for AI agents: verdicts, diff images, explain_snapshot. No API key.
Version check not run yet
Design and media Official MCP Registry · npm Local 1k a week MIT
FM
fmsg io.github.markmnl/fmsg-mcp 2.5 · 51/100 Federated messaging with your fmsg hosting provider. Connect with OAuth or an API key.
Address set by you
Communication and chat Official MCP Registry · npm Local Remote 1k a week MIT
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Bing search results with the ad block and Copilot answer, geo and market targeting, as JSON.
100% up · 30 days
Web search and scraping Official MCP Registry · GitHub MCP Registry · npm Local Remote 21 a week MIT
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Google Trends interest over time, by region, and related queries and topics, as JSON.
100% up · 30 days
Utilities Official MCP Registry · GitHub MCP Registry · npm Local Remote 21 a week MIT
PR
Probe io.github.Incultnitollc/mcp-probe 2.5 · 51/100 Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.
Version check not run yet
Other Official MCP Registry · npm Local 21 a week MIT
KE
keyshroud io.github.dinhkarate/keyshroud 2.5 · 51/100 Agent-safe secrets (local encrypted vault or Vaultwarden): injected into commands, masked in output
Started and listed its tools
Security Official MCP Registry · npm Local 1k a week MIT
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Google Gemini Notebook (ex NotebookLM) over MCP + a local REST API — cited answers, Studio, history
Started and listed its tools
Design and media Official MCP Registry · npm Local 1k a week MIT
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MCP server that uses TypeScript AST to find which tests are affected by a code change
Version check not run yet
Developer tools Official MCP Registry · npm Local 21 a week MIT
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EngineWire: drive the Unreal Editor (UE 5.0-5.8): levels, Blueprints, UI, materials, VFX and more.
Needs its real settings to start
Games and game engines Official MCP Registry · npm · Docker Hub Local 470 a week MIT
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MCP server for Excel add-ins via WebView2 CDP
Version check not run yet
Office documents and spreadsheets Official MCP Registry · npm Local APACHE-2.0
GA
Google Analytics io.github.leonardosepulvedat/mcp-google-analytics 2.5 · 51/100 GA4 MCP that reads AND writes: reports, funnels, audits, and server-side events. 26 tools.
Started and listed its tools
Data warehouses and analytics Official MCP Registry · npm Local 1k a week MIT
PL
Plur io.github.plur-ai/plur 2.5 · 51/100 Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.
Not run: needs install scripts
Memory and context Official MCP Registry · npm Local 1k a week APACHE-2.0