MCP servers

Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.

Safety-first Git MCP server: rich read tools plus human-approved FluxGit operation proposals.

Create, preview, inspect, verify, and compile deterministic PDF documents with Fullbleed.

Kenya drought-response toolkit: simulated drought phases, confirmed SMS alerts, coordination events

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

Find race conditions in your web app by reordering its responses, replay one, prove the fix.

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

Read-only MCP server for self-hosted Atlassian Bamboo CI/CD

Search the Digital Public Library of America; reach the holding institution's record and images.

Genealogical research on FamilySearch: historical places, indexed records, page images, the tree.

Find which archive holds the papers: SNAC's index of archival collections, plus ArchiveGrid links.

Repo-native task continuity for AI coding agents: a reviewed task-state ledger served over MCP.

provides AI-powered PostgreSQL performance tuning capabilities.

Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

Local semantic and keyword search over the markdown in a repo or notes folder.

MCP server for OpenProject Community Edition with guarded read/write support.

Ask tell which accounts are in market and why, with a receipt URL behind every claim.

Drive real Android & iOS devices and web browsers from natural language for mobile + web QA.

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

Diagnose GitHub Actions CI: lint, flaky tests, wasted minutes, health score. Read-only MCP tools.

Make posters, social cards and slide decks from templates, check the layout, render PNG, JPG or PDF

HPE Juniper Mist MCP server: scoped, audited, two-person change control. Rust.

Favro cards, boards and collections over MCP: read, search, write, and resolve names to ids.

Microsoft Outlook personal accounts: mail, rules, calendar, contacts, to-do, drafts (77 tools).

Work a Noeto kanban board: read and search it, create, move and comment on cards, keep docs on them.