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"Understanding Code Relationships or Dependencies" matching MCP connectors:

GET /v1/connectors – MCP directory API reference

Matching Connector Tools:

  • The free 9-part video course, Explore The Coin Daily Research, walks through setup and the full workflow — charts, comparisons, news and using the tools in ChatGPT or Claude: https://www.youtube.com/playlist?list=PLKY7CRxbV8Fc Ask your assistant for a chart and it arrives in the conversation — scrub Bitcoin's week, set an A-to-B range, and see the move in numbers. Pull funding, open interest, liquidations and order-book depth. Catch hourly regime shifts. Compare whole sectors, like DeFi against AI tokens. Follow source-linked news and ticker video coverage, or read the latest published Market Update with its chapters. Every figure is grounded in The Coin Daily's own research pipeline: widgets render exactly what was read, missing readings stay visible gaps, and nothing is invented. Editorial market commentary — not investment advice. No trading, wallets or payments, ever. Sign in with OAuth.

  • Grabbit gives AI agents eyes on the web through a hosted MCP server. Send a public URL and get a pixel-perfect hosted image back, without maintaining Chromium, Playwright, or a browser fleet. Capture a full page, exact viewport, or single CSS selector as PNG, JPEG, or WebP. Grabbit handles cookie and consent banners, waits for JavaScript-heavy pages, blocks private and internal URLs, supports safe retries with idempotency keys, and delivers async results through signed webhooks. Completed captures include a CDN URL. Connect with OAuth 2.1 or an API key. Grabbit works with Claude, Cursor, Codex, and any MCP client. Live captures cost $0.002 each. The $50 annual plan includes 25,000 prepaid credits that never reset or expire. Free test keys return placeholder images, so you can wire up the integration before paying. Home: https://grabbit.live Docs: https://grabbit.live/screenshot-api Built by BrainGrid.

  • Kaiva Bridge turns an OpenAPI spec, API docs link, database, spreadsheet or documents into a hosted MCP server. Every tool starts switched off and you choose which ones to expose. Teammates connect from Claude or ChatGPT by signing in with OAuth; your API credential is stored encrypted and never shown to the AI. Free plan: 3 servers and 200,000 tool calls a month, no card. Pricing: https://kaiv.ai/bridge/pricing Security: https://kaiv.ai/bridge/security Docs: https://kaiv.ai/bridge/docs

  • Remote shell and detached long-running jobs on your own machines — no SSH, open ports or VPN.

  • Post all your social media with your AI agent — 9 networks, from Claude, ChatGPT or Cursor.

  • Check the factual claims in a draft or an answer: a quick verdict, or a deep check with sources.

  • AI agent monitoring: alerts when your agents fail, stall or need you

  • AI-powered commodity price forecasts and Brazil trade intelligence via MCP. Access Brazilian exports and imports from MDIC/ComexStat since 2000, by HS4, HS6 and NCM code, partner country, USD FOB and kilograms — plus crop production, supply & demand, climate data and production forecasts for major commodities including soybeans, coffee, corn, beef and cocoa. Compare trade flows, markets, countries and time periods with like-for-like windows. Every answer identifies the measurement period and data source. 15 read-only tools. Metered in credits. Connect directly via Streamable HTTP — no installation required: https://mcp.kyrodata.com/mcp Authentication: Bearer key or OAuth 2.1 (PKCE). Official MCP registry: com.kyrodata/kyrodata

  • Web data for AI agents. Spicrawl MCP lets agents fetch public web pages as clean Markdown, HTML, text, screenshots, PDFs, or structured JSON. It handles JavaScript-heavy pages and browser actions like clicking, filling forms, and scrolling.

  • Run live audience Q&A and polls from your agent: start an AskOne room, add and launch a poll, approve or hide questions and mark them answered, close the room, then read the questions as a FAQ draft and get the results. Uses an organization API token.

  • Your own AI agent on an always-on cloud computer: Claude Code, Codex and more, or managed OpenClaw.

  • AiSeek is a global change-intelligence platform that connects AI assistants and autonomous agents to structured, source-linked information about developments across the world. Rather than providing a conventional news feed, AiSeek focuses on identifying meaningful changes, preserving their context, and making the underlying sources accessible. Its coverage spans artificial intelligence, technology, global economics, financial markets, companies, government policy, science, and other major domains. The MCP server provides seven read-only tools: • **latest_changes** — Retrieve recently published global developments and their summaries. • **search_changes** — Search developments by keywords, companies, countries, or topics. • **get_change** — Examine a specific development, including its context, supporting sources, publication details, and original links. • **country_heat** — Explore geographic patterns of change through AiSeek's country-level Change Heat data, with historical windows determined by the user's plan. • **release_calendar** — Discover scheduled economic indicators, central bank decisions, company earnings, and other important upcoming releases. • **company** — Search company profiles and retrieve relevant business information and recent developments. • **latest_brief** — Access daily or weekly intelligence briefings, subject to subscription availability. AiSeek supports English, Simplified Chinese, and Japanese, making it suitable for multilingual research, global monitoring, market intelligence, and cross-border information discovery. Designed for integration with MCP-compatible AI assistants and developer workflows, the service uses Streamable HTTP and returns structured results with links to AiSeek and relevant external sources. All tools are read-only. No trading, account modifications, or external actions are performed. Tool calls require an AiSeek API key, authenticated using a Bearer token or x-api-key header. Usage limits and available data depend on the account's subscription plan. **MCP Endpoint:** https://aiseek.dev/api/v1/mcp **Developer Documentation:** https://aiseek.dev/en/developers#mcp

  • Task tracker for product teams: projects, features, tasks, bugs, team chats and code context.

  • Personal asset search engine: everything you make or upload is searchable by what's inside it.

  • Whimbrel MedTech Analyst is your MedTech BD analyst on demand. Connect it to Claude, ChatGPT, Cursor or another AI app and ask about up-and-coming US medtech companies: who got funded this week through NIH and NSF grants and federal contracts, plus FDA clearances and Breakthrough marketing authorizations. Every line is linked to its source. Built for BD reps and small engineering firms researching companies they're interested in partnering with. Connect free: https://whimbrelresearch.com/connect/

  • Fetch any web page as text, markdown, HTML or a screenshot — JavaScript, CAPTCHAs and anti-bot blocking handled — and extract structured data; JSON tools for Google, Amazon, Walmart, YouTube, ChatGPT and Gemini.

  • TikTok research for AI agents: real TikTok search data, trends, videos, creators and comments in ChatGPT, Claude, Cursor, Codex or any MCP client. 45 tools. See what people search on TikTok each week (Creator Search Insights search volume and 7-day trends), find content gaps with no videos yet, check if a product is trending for TikTok Shop, analyze competitor creators and posts, read comments and replies, pull video transcripts, search hashtags and sounds, and pick fair giveaway winners. Built for marketers, agencies, TikTok Shop sellers and creators. Sign in with OAuth or an API key; 50 free credits.

  • Nssnap is a technical community for hosting, domains, servers and AI, and this MCP server puts the whole platform in front of your agent: publish and search community posts, boards and comments, plus full control of free second-level domains on is-a.si and five more suffixes, including DNS zones, records, DNSSEC, transfers and renewals. Bearer token for the full toolset, or a keyless public search endpoint for anonymous queries.

  • Retasc is a work queue for AI coding agents that Claude Code, Codex, Cursor and other MCP clients pull from when you have several agents to coordinate. Two agents can never hold the same issue. A claim is one server transaction. `next_issue` claims the highest effective-priority issue that is unblocked and unclaimed. When the CLI sees a dirty worktree or a commit from the last 24 hours on an unclaimed issue's branch, Retasc holds it out of dispatch for 60 minutes so a second agent does not start the same work. A claim replaces the hold. Two of your agents try to file the same bug. Retasc refuses a create that looks like open work and names the look-alikes. The check uses issue IDs mentioned in the new title or body and rare words shared with open issue titles in the project. The agent comments on or claims the existing issue, or re-files naming the issues it read. Blocked work is never handed out. Every issue an agent creates must declare what it is blocked by, or state in one line why it depends on nothing. Closing a blocker frees its dependents. A chore blocking an urgent feature jumps the queue. You get a message on Slack, Discord, Telegram or email when your issue's last open blocker closes. Rate limits, closed laptops and stalled sessions can stop your agent. The Retasc CLI renews each 30-minute lease every 10 minutes without involving the model. When renewals stop, the issue returns to the queue in its owner's lane. That person's next agent, on any runtime, resumes from the checkpoint of what's done, what's next and the gotchas. If nobody returns for 7 days, it rejoins the shared pool. Work waiting for review jumps the queue. Retasc requires a note naming the branch, PR or commit unless the agent already left a checkpoint. A different person's agent gets the note. Whoever sent the work to review cannot claim or accept its review. Review ranks at least High immediately, Urgent at 21.6 hours and above everything after 24 hours. GitHub and GitLab issues reach Retasc through verified webhooks. No agent gets a synced issue until a member approves its exact text. A source edit voids the approval. The Dash lists every agent, its runtime, the issue it holds and the minutes left on its lease. `npx @retasc/cli@latest bind` wires MCP for Claude Code, Codex, Cursor, OpenCode, Gemini CLI, Grok and Pi. Your folder gets an agent key after browser approval if you're signed out. Start or restart your agent there to pull work. Billing is per action, with no seats. Members are free and unlimited. A new org gets $10 of usage at signup, no card.

  • ScanSing reads printed sheet music. Give Claude a PDF or a photo of a score and it gets back MusicXML, the format MuseScore, Sibelius, Finale and Dorico open. It is the recogniser inside the ScanSing app for choir singers, offered as a connector. Once a score is recognised, Claude can answer questions about it without recognising it again: - what the key, time signature, tempo and length are, and each part's range, clefs and lyrics; - one voice on its own, for example just the alto line of a choir piece; - the score or a part moved to another key, with notes respelled for the new key signature; - a MIDI file, one track per part, to listen to or rehearse with; - a short-lived download link to open the result in a browser or notation app. It handles PDFs up to 40 pages and PNG, JPEG, HEIC, TIFF and WebP images, can recognise selected pages of a long PDF, and can split a songbook into one MusicXML per piece. A file can be given as a web link or a small image; in Claude Code, a file on your computer is sent through a one-time upload link. Recognition spends pages from your ScanSing plan, so it is the only tool that is not read-only. Everything else works on the stored result and is free. The first connection with a new email comes with 20 free pages; paid plans start at $9 a month for 300 pages. Scores and results are deleted about an hour after recognition and are never used for training.