Swarmnest MCP server

• Registry nameai.swarmnest/mcpverified in the MCP registry

The registry name sits under swarmnest.ai. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-10-28
• Tools6
• Server calls itselfswarmnest
• Server version1.0.0
• Protocol version2025-06-18

On 2026-10-28 the server answered initialize and tools/list without a sign-in. First answer in 106 ms.

• Its tools do Find MCP servers and agent tools by category, but not Submit a tool or skill to the directory.
• Checked on 6 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 6 so far
• What an agent can do with it1 of 2 use cases
• Answeredmeasuring6 of the 7 daily checks it takes to print a share
• Median first answer152 ms
• Space in an agent's context≈ 6,720 tokensthe definitions of all its tools (20), which an agent carries on every turn
• Tool definitionsA · 100 of 100
• Typed results0 of 20 toolsdeclared outputSchema: results come typed, read once

• Every tool passes all six checks.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• search_directory

  Search the Swarmnest directory of AI agent tools: MCP servers, LLM APIs, agent frameworks, coding agents, browser automation, vector databases, web scraping, search, speech and text-to-speech APIs, data sources and more (thousands of…

• get_entry

  Get the full Swarmnest directory record for one tool by its slug (from search_directory results): name, description, category, vendor URL, docs URL, auth, pricing, operating systems, open-source flag, last link check and the canonical…

• list_categories

  List every Swarmnest directory category with its slug, name, short description, entry count and group (e.g. Agent Building, AI Models, Data & Search). Use the slugs as the category filter in search_directory. Optionally limit to one group.

• search_skills

  Search the Swarmnest catalog of Agent Skills: SKILL.md skills, plugin bundles, Cursor rules, AGENTS.md templates and prompt packs for Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot and other agents. Keyword search over title…

• get_skill

  Get one Agent Skill by slug (from search_skills): summary, format, declared platforms, install steps per platform, scripts/network/credentials labels, license, author, source URL and canonical swarmnest.ai URL. Third-party: review the…

• list_marketplace_products

  List the agent skill packs, workflows and bundles sold in the Swarmnest Marketplace (US only), with name, type, summary, price in USD, what each bundle includes, the product page URL and the checkout URL.