io.github.AdrianStauffer/copilot-studio-friction-index: Evidence-based register of known Copilot Studio errors and limits, with dated, human-verified fixes.
Registered services and components
AI services, agent skills, MCP servers and open-source AI tools are recorded as separate kinds. Filter by kind, status and order, and open an entry to see its official source and last-checked date.
458 AI services currently indexed (discovery and verification are continuous)
Counted as one 'service' per product a user selects and contracts for (not per vendor). See /methodology for how we count and verify.
Verified: 0 / Partial: 458 / Unknown: 0 / Last successful registry snapshot: 2026-11-09 04:50:39
Indexed by kind: AI services 458 / Agent skills 61 / MCP servers 34022 / Open-source AI tools 8380
Global discovery: last run 2026-11-09 04:53 UTC / next run due now (next scheduled run)
Updating the directory…
Some discovery sources are unavailable. Showing the entries currently available.
34022 entries (showing 11851–11880)
io.github.adrida/deeprecall-mcp: Search 120,000+ recalled products from 8 global safety agencies using AI similarity.
io.github.Adrninistrator/java-all-call-graph-server: MCP server for Java call graph generation, static analysis, method chains & config management
io.github.adsandcode/contentgate: Pre-deploy checks for content sites: keywords, translations, links, claims, page SEO/GEO audit.
io.github.adsandcode/fbc-guard: Static checks for Meta _fbc, _fbp and fbclid code that cause modified click ID warnings.
io.github.adsandcode/serp-title-width: Check if Chinese, Japanese and Korean page titles fit Google results by pixel width, not char count
io.github.adsandcode/taiwan-lottery: Official Taiwan Lottery draw results: latest and past draws, ticket check, frequencies, schedule
io.github.AdsTurbo/adsturbo: AI ad creatives: clone reference ads, AI spokesperson videos, video generation, translation, images.
io.github.AdsTurbo/adsturbo-creative-mcp: Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards, and prompts.
io.github.Advanced-Binary-Operations/quredec: Evidence-backed decision briefs with citations — recommendation, confidence, risks, sources.
io.github.adventist-gc/laserfiche-mcp: MCP server for self-hosted Laserfiche repositories — search and read documents from Claude.
io.github.Advertflair/threadmap-mcp: Conversation drift visualization for Claude. Color-coded inflection points and one-click forking.
io.github.Advocate-Cloud-Solutions/clio-mcp: MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
io.github.adwarp-dev/adwarp: Open-source ad agent for LinkedIn Ads and Google Ads. Drafts campaigns, audiences and reports.
io.github.adwiteeymauriya/ibkr-portfolio-builder-mcp: Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, account access.
io.github.aegisgatesecurity/aegisgate-mcp: Secure MCP server framework with 23 security layers and ML threat detection. Zero deps.
io.github.AEGISGOVDAO/aegisgov-contracts-mcp: SAM.gov federal contracts: search, details, AI bid analysis. 33k+ live opportunities.
io.github.Aelindra/mobile-agent-harness: Android device automation for AI agents: MCP server, CLI, and plugin runtime over adb.
io.github.aemery13/polymarket-intel: Classify Polymarket wallets as human or bot, score their trading edge, read open positions.
io.github.aeoess/mingle: Meet the people you're looking for. Your agent composes, you approve. Nothing scores or ranks you.
io.github.aeonmindai/runcrate: GPU cloud for AI agents: launch GPUs, run jobs that stop their own billing, schedule runs.
io.github.aernouddekker/calendarmcp: MCP server for macOS Calendar.app — calendar and event management via AppleScript
io.github.aernouddekker/contactsmcp: MCP server for macOS Contacts.app — contact management via AppleScript
io.github.aernouddekker/facetimemcp: MCP server for macOS FaceTime — initiate phone, FaceTime audio, and FaceTime video calls
io.github.aernouddekker/mailappmcp: MCP server for macOS Mail.app — gives Claude native email access via AppleScript
io.github.aernouddekker/numbersmcp: MCP server for macOS Numbers.app — spreadsheet access via AppleScript
io.github.aernouddekker/printmcp: MCP server for macOS printing — wraps CUPS (lp/lpstat/lpoptions) for printer discovery and printing
io.github.aernouddekker/remindersmcp: MCP server for macOS Reminders.app — list and reminder management via AppleScript
io.github.aerolalit/pane: Hand a human a rich interactive UI by URL and get structured data back, from any MCP client.
io.github.aeronlabs/aeron-wallet: Non-custodial agent wallet for Robinhood Chain. Pays x402 requests in USDG.