MCP servers for OpenAI Agents SDK

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Automated time series forecasting with model search, anomaly detection, and event risk analysis

MCP server for building shareable AWS Pricing Calculator estimates programmatically

Official Azerbaijani statistics: search State Statistical Committee tables and read their data.

Learns your writing voice from your own prompt history, then makes the model write like that.

MCP server for BestDogBox — Query 346 dog breeds, compare breeds, and get subscription box rankings from your AI editor.

Memory for coding agents, checked against the filesystem and git before it is believed.

MCP server for AI browser automation. Semantic page snapshots, annotated screenshots, and full browser control — built for Claude, GPT, and

MCP server: parse and format byte sizes — 1024 ↔ '1 KB', '1.5 MB' ↔ 1572864.

CallRail REST API v3: 57 tools for calls, leads, trackers, tags, users, and agency reporting.

MCP server for CapyParse — convert PDF bank statements to verified, structured data (CSV/JSON/Markdown) with source citations.

CATS bus and light rail trip planning, live arrivals, timetables, routes, and service alerts

Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.

MCP server for searching and surfacing Claude Code conversation history

Local side-channel between Claude Code instances: discover, message, and read other claude CLI sessions on the same machine.

MCP server that gives AI agents clean, reliable web reading — URL to Markdown, links, and structured metadata.

Canadian gov data for AI agents: property, permits, zoning, census, registry, DLS. 50 free/day.

Commit policy as code for AI agents: check commit messages, branch names and authors before a push

Persistent memory for AI agents — saves and searches knowledge across sessions

Convert files, run PDF/image tools, create billing links, and report feedback.

npx launcher for Crypto Prices (CoinGecko) MCP — hosted on Cloudflare Workers. Live + historical cryptocurrency prices, trending coins, and