MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

11agents Cloud MCP
Cloud MCP for project data, analytics, research, content planning, media generation, and growth.

Unphurl
URL intelligence for AI agents and developers. 16 tools, 25 signal weights, 20 free checks.
Paid Capture and Guard tools for public-source observations before autonomous actions.

ModWrench
One MCP server for mod platforms and local modding diagnostics. No data kept.

io.github.18boys/matchcv
ATS resume checking, job description analysis, and AI resume tailoring powered by MatchCV.

1ClickReport
75 tools for marketing analytics, campaign management and AI monitoring across 7 platforms.
Search transcribed painting lessons. Results cite the exact lesson and Vimeo timestamp.

Persistent memory and context for your agent, on a board you can see. Capped, so it stays small.

MCP server for DebugAI. Browser sign-in, auto client setup, no key pasting.

Chalkieboard iCloud
Read Chalkieboard (iPad) iCloud lesson folders, add materials, append lesson plans. No network.
Game numerical design & balance auditing MCP server — 17 deterministic tools, zero LLM guessing.

Imprint PDF
AI-native print-grade PDF generator. Markdown in, publisher-quality PDF out.

Norwegian address geocoding, places, properties, buildings & elevation from Kartverket.

Norwegian neighborhood data: transit, road-noise & green-area access by coordinate.

io.github.3121n/nve-mcp
Norwegian flood & landslide hazard data from NVE, by WGS84 coordinate.

Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-stat2 data.

io.github.3121n/udir-mcp
Norwegian school (NSR) & kindergarten (NBR) registry data from UDIR.

DemoStudio
Generate short-form video ads for Instagram Reels and TikTok from any AI assistant.
io.github.365xbusiness/vigo-mcp
AI-powered Hong Kong SFC regulatory intelligence. Bilingual EN/ZH compliance queries.

io.github.3DUNLMTD/stylemcp
Brand rules for AI outputs. Validate and rewrite text to match your brand voice.

Psychometric data marketplace: Big Five profiles, cognitive biases & behavioral data via x402.

io.github.3xpr1ment/repiscope
Read-only MCP server: your agent sees all your sibling repos but structurally cannot touch them

io.github.41fred/ibo
Commission cinematic AI campaign films from IBO Studio, with custom scoping when needed.

Control fleets of remote machines via AI agents: exec, files, git, fleet ops, map/reduce.

Unofficial MCP server for Leantime: 42 agent-first tools, backup/restore, dry-run validation

io.github.4rgon4ut/sutra
Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.

io.github.55tarkun/geojp
MCP server for Japan geodata: cadastral lot numbers (chiban) and reverse geocoding, for AI agents.

Expose the 5dive agent-fleet CLI (tasks, agents, digest) as stdio MCP tools.

VibeKit
Build, deploy & manage hosted apps and chat with their AI coding agents from any MCP client.

Course Drift Oracle
Signed drift reports for the ai-agents-for-beginners course. Free summary; $0.25 full report.


