"Multi-agent AI systems for collaborative code development" matching MCP connectors:

Social media analytics, video analysis, and competitor intel for any MCP-compatible AI agent.

Search domain availability and pricing, straight from chat, then open a link to register.

290+ quality-scored API capabilities for AI agents across 27 countries via MCP.

Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.

Reference data for prediction markets: graded resolution clarity, cross-venue links, provenance.

Enumerate and inspect PubFi capabilities, then execute an exact selected route.

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

Generate synthetic random user data for testing, demos, and development without using real persona.

Independent pre-transaction audit for construction estimates. Free, and every verdict recomputes.

Give AI assistants secure access to your organization's structured business data. Search records, create and update records, retrieve schema information, and manage workflow states using natural language. You need two values for every request: x-api-key — your Web Data Forms API Key x-group-id — your Web Data Forms Group ID You can find these in your Web Data Forms accounts group->information page. Preferred method: request header When possible, pass the credentials as HTTP headers: x-api-key: <your-api-key> x-group-id: <your-group-id> This is the preferred option because it keeps credentials out of the URL and is more secure. Fallback method: query parameters If your MCP client does not support custom headers, the server also accepts the credentials as URL query parameters. Example: https://mcp.webdataforms.com?x-api-key=abc123&x-group-id=xyz456 Detailed information here: https://github.com/Web-Data-Forms/mcp-server-docs/blob/main/README.md

Helena Bioinformatics MCP for clinical variant interpretation, ACMG/AMP evidence and literature.

The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across perp venues via MCP.

Measured share of answer for 24 crypto and Web3 brands. An open dataset, not an audit of your site.

Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.

Simulate, test, and analyze cloud architectures without deploying real infrastructure. Cloud World Model enables AI agents to model cloud environments, evaluate architecture behavior and costs, run failure and chaos simulations, and explore infrastructure scenarios across cloud providers.

Analyze customer data to make segmentation and predict which customer to focus on for more sales.

A connector providing AI assistants searchable access to climate-aligned contract clauses, glossary terms, and practical guides from The Chancery Lane Project's curated knowledge graph.

Connect Claude or any MCP client to Thread Otter, a GTM agent for founders. Free tools with no key: find_buyer_threads (give it a website URL and get recent Reddit threads where that product's buyers are asking for it, report in ~3 minutes), reddit_demand_board (weekly demand across 40 communities with thread receipts), and subreddit_rules (promotion posture for 2,000+ profiled subreddits). With an API key: read your buying-intent mentions across Reddit, X, LinkedIn, and Bluesky, check your pipeline, and propose posts and reply drafts in your voice. Propose-only by design: nothing sends without your approval flow. Keys at threadotter.com/connect.

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

Analyze and score leads to identify high-potential prospects and prioritize sales outreach.