"Self-Training Coder Resources and Tools" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Pay-per-use APIs for agents: web research, data lookups, and metered endpoints billed to credits.
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
Search, filter, count and sum Australian government open data, with every version kept.
Engram is a persistent, long-term memory layer for AI agents and assistants. Claude, ChatGPT, Grok, Cursor and any MCP client share one memory, stored as plain markdown notes: your knowledge base, second brain and AI context in one place. No extraction step: the memory is the note itself, so you can read exactly what your AI remembers and fix it. Edit your memory in Obsidian (real-time sync), the web app, or on your phone. Hybrid keyword + semantic search (RAG over your notes) finds exact strings like error messages, config keys and IDs. Remote MCP server over Streamable HTTP with OAuth 2.1; notes encrypted at rest. Https://engram.page https://youtu.be/rwnPeZ-8Lqo?is=NI-N7BduydGAiZlF https://github.com/engram-app/Engram
Build, validate and deploy workflows as Cloudflare Workers in your own account, with approval.
Structural FEM for AI agents: frames, plates, buckling, seismic and Eurocode checks, solved locally.
Server-side conversion tracking for Meta, TikTok, etc. Set up tracking and ask about events.
Climate and disaster risk for any place or property: flood risk, heat waves, storms and hurricanes, wildfires, earthquakes, sea level rise and 7-day weather risk. Is it safe to go there? Ask about any city, address or coordinates and get this week's weather risk (heat, cold, wind, heavy rain, snow), wildfires, earthquakes, floods and cyclones happening nearby right now, long-term exposure to 2050 and 2080 (flood depth, sea level rise, extreme heat, drought, water stress) and the country's disaster-risk profile and rank among 194 countries. Also compares and ranks countries by risk for ESG and insurance research, and in Claude and other MCP Apps hosts shows an interactive map of the place right in the chat. Every value cites its source: INFORM, ND-GAIN, World Bank, CMIP6, ERA5, IPCC AR6, WRI Aqueduct, GDACS, NASA FIRMS, OpenAQ, ECCC GDPS. Remote, free, no API key, read-only.
10ML Perfume Finder is the free perfume MCP server and fragrance API from 10ML, an online perfume shop for perfume samples and decants: a remote Model Context Protocol server at https://mcp.10ml.com/mcp that needs no API key and no sign-in. Add the endpoint as a custom connector in Claude, ChatGPT, Cursor, VS Code, Gemini CLI or any MCP client, and your assistant can answer perfume questions from curated data instead of guessing. It covers perfume search, note pyramids, accords, scent families, similar scents and alternatives, layering ideas, gift picks and perfume houses, in ten languages, curated by 10ML's fragrance editors. Benchmarked in public: in a 40-question test of the free, no-key perfume MCP servers, 10ML answered 39 of 40 correctly and was the fastest; the method and CSV are open at https://10ml.com/perfume-mcp-servers-compared Developer page: https://10ml.com/perfume-api · Shop: https://10ml.com/ Contact: contact@10ml.com
Research U.S. markets and prospects conversationally using PropertyRadar's property and people data. Resolve an address, inspect Property details, transactions, comparable sales, ownership and contact information, discover supported Criteria and fields, search for matching Properties, and save selected results as a dynamic Audience. PropertyRadar accesses only the data available to your connected account.
Post and schedule to TikTok, Instagram, YouTube, Facebook, LinkedIn, X, Threads and Bluesky from your AI agent. Video included, you approve every post, and MCP is on the free plan.
Interactive Databricks learning, certification practice and sourced engineering guidance.
Search and read Edgepedia, a free and growing encyclopedia with citations. No key.
Read-only Total CMS docs: Twig signatures, field types, schema options, the CLI and the REST API.
Cited news for AI agents from AI companies, VC firms, private companies and business podcasts.
Load testing and synthetic monitoring platform: test with Playwright, Browser Bot, or Protocol Bots.
Your mailboxes in ChatGPT and Claude: Gmail, iCloud, Fastmail, any IMAP. Passwords stay yours.
Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims.
Pay-per-call MCP tools for agents, settled with x402 (USDC on Base mainnet). 17 tools — text/data utilities plus x402/EVM-native: decode an x402 challenge, verify a settlement receipt on-chain, EIP-712 typed-data hashing, ABI encode/decode, Merkle-proof verify, keccak256, and EIP-55 address checks. No API keys.
FrontMCP's docs for coding agents: search, pages, APIs, examples and upgrades, by FrontMCP release.
