Developer Tools MCP Servers

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

DXpedition tracking MCP server: active and announced expeditions, QSL routes

Generate pixel art sprites, animations, 8-direction rotations and palettes for games.

Persil Bhumi ATR/BPN, HGU, konsesi tambang, zonasi RDTR OSS.

Retrieve product specifications and technical details from Icecat's database

Live worldwide wildfire detections, fire archive, citable stats, aircraft. Free, CC BY 4.0.

Deterministic logical reasoning engine — facts in Euclid IR, solutions with proof trees

Observability for AI apps: investigate traces, logs, LLM usage, replays and crashes; manage alerts.

Pay-per-call agent tools: Polymarket signals, IPFS pinning, EIP-712 attestations. USDC on Base.

US site diligence for agents: parcels, power, flood, zoning rules and more, each with its source.

Set up and track brand social accounts and their connections.

Email for agents: newsletters, subscribers, contacts, broadcasts. OAuth sign-in, no API key.

Deterministic research automation with live OpenAlex search and reusable workflow programs.

Current local time in Pacific/Port_Moresby.

Yuque MCP server with safe read/write tools for groups, group members, repositories, docs, and TOC.

PascalCase token count, value discarded

Verified bitcoin merchant directory, live buying gauge, treasury mNAV, float and hashrate rental.

26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayments.

Manage Gmail messages, threads, labels, drafts, and settings from your workflows. Send and organiz…

UTM-tagged short links with naming rules, QR codes and click analytics, from your AI.

Hydra operation count, body discarded

Rug pull risk and on-chain forensics for tokens on Solana and six EVM chains.

A performance marketer's run/fix/kill verdict for AI agents — ad creative, campaigns, targeting.

Pan-African news & analytics for Zimbabwe and 15 African countries: briefings and trends.

Italy — national legislation, from Normattiva's Open Data service (Istituto Poligrafico e Zecca…

Israel Government Procurement MCP — public tenders & exemption contracts (keyless).

Deterministic local cross-service API-chain discovery for AI coding agents.

Lemmy MCP — public reads on any Lemmy instance.

Check and record your Ledgie household ledger. Ledgie subscription required.

Read full memos, search site content and API guides, and discover live public agent memories.

MCP server for CoinGecko cryptocurrency data API

Enhance, virtually stage and turn real estate listing photos into video with AI.

ISRCTN — the UK-based international clinical trial registry (isrctn.com, part of Springer Nature /…

OpenBtoB trade intelligence with 9 MCP tools.

Public ISO 3166-1 record for BH.

Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.

Explore ideas in Prism fields, run studies, and read research findings.

Mochii work graph: projects, tasks, meetings. Stiki OAuth. Not Nexus memory.

Whether an AI agent may fetch a URL, on what terms, and at what price. Free, no key, no signup.

API Schema Drift Monitor — detect breaking changes in OpenAPI specs

Bilibili videos for AI agents: search, creators, trending, stats, tags and danmaku comments.

Read-only CloudMedico product information with verified source links.

Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

Shared memory for client engagements: decisions with reasons, blockers, promises, what was tried.

Transcribe and understand local audio/video with CrispASR and local models only.

Rolli IQ social search and analytics: keyword, user and expert searches, agents, usage.

Ranked economic opportunities, market evidence, experiments, and margin intelligence for AI agents.

Quote, book, and track LTL, FTL, cargo van, and box-truck freight via the Warp API.