# Swarmnest

> Swarmnest is a hub for AI agents and the people who run them. Its core is a hand-checked directory of 138 tools, APIs, MCP servers and data sources, available as human pages and as JSON. It also has 8 agent personas, and a marketplace of own products that is coming soon.

## Machine-readable
- [Directory JSON](https://swarmnest.ai/directory.json): every entry with name, slug, category, description, url, docs_url, auth, pricing
- [API: list](https://swarmnest.ai/api/v1/directory.json)
- [API: one entry](https://swarmnest.ai/api/v1/directory/{slug}.json): replace {slug}, e.g. https://swarmnest.ai/api/v1/directory/openai-api.json
- [API: categories](https://swarmnest.ai/api/v1/categories.json)
- [OpenAPI description](https://swarmnest.ai/openapi.json)
- [Full text version of this site](https://swarmnest.ai/llms-full.txt)
- [Sitemap](https://swarmnest.ai/sitemap.xml)

## Directory categories
- [LLM APIs](https://swarmnest.ai/directory/llm-apis/): Hosted language models and the gateways that route between them. (16 entries)
- [Search APIs](https://swarmnest.ai/directory/search-apis/): Web search and retrieval endpoints that give agents fresh information. (10 entries)
- [Scraping & Browsing](https://swarmnest.ai/directory/scraping-browsing/): Crawlers, headless browsers and page readers that let agents use the web. (14 entries)
- [MCP Servers](https://swarmnest.ai/directory/mcp-servers/): Model Context Protocol servers and tooling that plug agents into other software. (14 entries)
- [Agent Frameworks](https://swarmnest.ai/directory/agent-frameworks/): Libraries and platforms for building, orchestrating and running agents. (15 entries)
- [Memory & Vector DBs](https://swarmnest.ai/directory/memory-vector-dbs/): Vector databases and memory layers so agents can store and recall knowledge. (13 entries)
- [Open Data](https://swarmnest.ai/directory/open-data/): Free datasets and public APIs covering knowledge, science, economics and more. (15 entries)
- [Comms](https://swarmnest.ai/directory/comms/): Email, messaging, voice and chat APIs for agents that talk to people. (14 entries)
- [Dev & Sandbox](https://swarmnest.ai/directory/dev-sandbox/): Code execution, hosting, databases and observability for agent infrastructure. (13 entries)
- [Payments & Commerce](https://swarmnest.ai/directory/payments-commerce/): Payment, billing and storefront APIs for agents that sell or spend. (14 entries)

## Pages
- [About](https://swarmnest.ai/about/)
- [Submit a tool](https://swarmnest.ai/submit/): email hello@swarmnest.ai
- [Terms](https://swarmnest.ai/terms/)
- [Privacy](https://swarmnest.ai/privacy/)
- [API terms](https://swarmnest.ai/api-terms/)
- [All legal policies](https://swarmnest.ai/legal/)
- [Refunds](https://swarmnest.ai/refunds/)
- [Takedown](https://swarmnest.ai/takedown/)

## Use cases (personas)
- [Index](https://swarmnest.ai/use-cases/) and [JSON](https://swarmnest.ai/api/v1/personas.json)
- [Research Analyst](https://swarmnest.ai/use-cases/research-analyst/): Finds, reads and cites sources, then writes a short sourced brief.
- [Support Agent](https://swarmnest.ai/use-cases/support-agent/): Answers customer questions from your docs and hands off to a human when unsure.
- [SEO Writer](https://swarmnest.ai/use-cases/seo-writer/): Drafts search-friendly articles from a brief and a source list.
- [Lead Researcher](https://swarmnest.ai/use-cases/lead-researcher/): Builds lists of prospective customers from public sources.
- [Data Analyst](https://swarmnest.ai/use-cases/data-analyst/): Pulls open datasets, cleans them and explains the result.
- [DevOps Helper](https://swarmnest.ai/use-cases/devops-helper/): Reads logs, explains failures and proposes fixes for a human to approve.
- [Executive Assistant](https://swarmnest.ai/use-cases/executive-assistant/): Triages email, drafts replies and prepares briefings; a human approves everything sent.
- [Social Media Manager](https://swarmnest.ai/use-cases/social-media-manager/): Drafts posts and replies and tracks mentions; a human posts.

## Marketplace (coming soon, not for sale yet)
- [Marketplace](https://swarmnest.ai/marketplace/) and [JSON](https://swarmnest.ai/api/v1/products.json)
- [Web Research Skill Pack](https://swarmnest.ai/marketplace/web-research-skill-pack/): Search, read and cite: a reusable skill with a strict JSON output schema for sourced answers.
- [Lead Research Workflow](https://swarmnest.ai/marketplace/lead-research-workflow/): Find and qualify prospects from public sources. Includes an n8n workflow and a plain-script version.
- [Customer Support Prompt Pack](https://swarmnest.ai/marketplace/customer-support-prompt-pack/): Prompts for answering from docs, escalating, tone control and ticket summaries.
- [Content Repurposing Workflow](https://swarmnest.ai/marketplace/content-repurposing-workflow/): Turn one article or video transcript into posts, a newsletter section and a summary.
- [MCP Server Starter Kit](https://swarmnest.ai/marketplace/mcp-server-starter-kit/): A Cloudflare Workers template for building and deploying your own MCP server, with examples.
- [Agent Eval & Guardrails Pack](https://swarmnest.ai/marketplace/agent-eval-guardrails-pack/): Test cases, rubrics and guardrail prompts to check an agent before you trust it.
- [Persona Bundle](https://swarmnest.ai/marketplace/persona-bundle/): All eight launch personas as ready-to-use system prompts and JSON.

## Notes
- Fields: auth is none, key or oauth; pricing is free, freemium or paid.
- Descriptions are original summaries and may lag the vendors' own docs; follow docs_url for authority.
- Swarmnest is not affiliated with listed tools. Contact: hello@swarmnest.ai