io.github.yubinkim444/ai-first-scraper-mcp

Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.

io.github.HZYAI/ragscore

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

io.github.havilandsoftware/mcp-server-innoday

Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issues.

io.github.vola-trebla/playwright-spatial-layout-mcp

MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright

io.github.myaitoken/myai-mcp

Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, paid in MYAI

io.github.vola-trebla/playwright-trace-decoder-mcp

MCP server for unpacking and analyzing Playwright trace.zip archives

io.github.vola-trebla/flakiness-knowledge-graph-mcp

MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

io.github.dfridkin/clawops

Deploy and manage self-hosted OpenClaw instances across clouds

io.github.mattgierhart/espresso-mcp

Find great espresso cafes worldwide with curated data and transparent quality scoring.

io.github.groupdocs-merger/groupdocs-merger-mcp

MCP server for GroupDocs.Merger — merge, split, and inspect documents via AI agents.

io.github.developer-ishan/pexels

MCP server for searching Pexels stock photos, videos, and curated collections.

io.github.artgas1/xmlriver-mcp

Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver XML API

io.github.justice8096/sagemath-mcp-server

MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math tools for LLMs.

io.github.traviswye/contextatlas

Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.

io.github.vighriday/veris

Behavioral verification intelligence for AI coding agents. 17 MCP tools. Local-first. MIT.

io.github.addiinnocent/glashaus-mcp

Pin files and websites to IPFS from Claude. x402 USDC payments on Base — no account needed.

io.github.rmathew1973/ios-sim-mcp

Drive the iOS Simulator via semantic accessibility-tree snapshots. Sub-200ms, no WebDriverAgent.

io.github.EvidInvest/aether-developer

Hybrid search over SEC filings, earnings transcripts, and a third-party data marketplace.

io.github.opsconduit/jobber-mcp

Customer-hosted read-only MCP server for Jobber ops reports, OAuth setup, and GraphQL validation.

io.github.nogoo9/mcp-server-cloud-fs

Cloud replacement for mcp-server-filesystem — 20 tools for S3, Azure Blob, and GCS

io.github.logly-uk/logly-mcp

Query your Logly web analytics — traffic, funnels and real-time visitors — from any MCP client.

io.github.zloeber/terraform-ingest

Ingest and analyze Terraform modules from multiple repositories for AI RAG systems

io.github.Embassy-of-the-Free-Mind/source-library

Search 22,000+ rare pre-modern texts with AI English translations, summaries, and 73K+ images.

io.github.VidhiJav/myrsu-mcp

Concentration risk analysis for tech workers with RSU comp — global (US/IN/CA/UK/EU/AU).