MCP servers for ChatGPT

Run reproducible scientific workloads on GPUs, local compute, Slurm, and PBS with provenance.

Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

Local MCP voice coach with English pronunciation, grammar, and fluency feedback.

Search PubChem by structure: a local similarity/substructure index, live PubChem data, RDKit tools

MCP server for pump.fun chat integration - connect to and read messages from pump.fun token chat rooms

Push, email, SMS, in-app and journeys. 54 tools: reads and drafts; only test sends.

Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2, plus live signal.

Output quality control and validation for AI agents

Check an email before an AI agent sends it: send / ask a human / block. Detects prompt injection.

Budgets, propose-then-approve, and receipts for agents that buy for a human. Dry-run by default.

ReverseCraft DevTools MCP - MCP server for browser debugging and reverse engineering

Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.

Zero-cost MCP server for local code inspection and best-practice recommendations

Risk limits and an audit log for AI agents trading Hyperliquid, enforced outside the model.

MCP server for RetroArch — exposes memory r/w, save state, screenshot, pause/frameadvance/reset via the Network Control Interface (UDP)

MCP server for Rhombus API

MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress

Calculator, units, statistics for AI agents

Search ROMs across Internet Archive, ROMsgames, CoolROM, and more. Verify checksums and parse saves.

Model Context Protocol server for acli rovodev integration

MCP server for generating REST API boilerplate and Express endpoints.