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Find agent harnesses / MCP servers

search_harnesses
Read-onlyIdempotent

Find an existing MCP server, SDK or agent framework that connects an AI agent to a service or does a task, from Loadbay's curated catalog. Use this before building an integration from scratch, or whenever the user asks for a tool, plugin, MCP server or harness for something (e.g. "MCP server for Postgres", "browser automation for agents", "crypto trading bot framework", "Slack integration"). Returns matches ranked by relevance then GitHub stars, each with repo URL, license, language, integrations and traits. All filters are optional; with none it returns the most-starred harnesses.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNomax results, default 10
queryNowhat the agent needs to do or connect to, in plain words, e.g. "postgres", "stripe payments", "web scraping"
traitNorequire a trait: mcp = exposes an MCP server, oss = open source, keys = needs API keys, sandbox = runs sandboxed, guard = has guardrails
domainNorestrict to one domain: trading (Trading), coding (Coding & DevOps), browser (Browser & computer), productivity (Productivity), data (Data & search), social (Social & comms), health (Health), science (Research & science), gaming (Gaming), media (Voice & media), robotics (Robotics)
integrationNorequire a named integration, e.g. "GitHub", "Coinbase", "Slack" (case-insensitive)

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed9 schema fields changed
    • changedInput schema / properties / domain / description
      Previous value: -"domain key: trading | coding | browser | productivity | data | social | health | science | gaming | media | robotics"New value: +"restrict to one domain: trading (Trading), coding (Coding & DevOps), browser (Browser & computer), productivity (Productivity), data (Data & search), social (Social & comms), health (Health), science (Research & science), gaming (Gaming), media (Voice & media), robotics (Robotics)"
    • addedInput schema / properties / domain / enum
      Added value: +[
+  "trading",
+  "coding",
+  "browser",
+  "productivity",
+  "data",
+  "social",
+  "health",
+  "science",
+  "gaming",
+  "media",
+  "robotics"
+]
    • addedInput schema / properties / integration
      Added value: +{
+  "description": "require a named integration, e.g. \"GitHub\", \"Coinbase\", \"Slack\" (case-insensitive)",
+  "type": "string"
+}
    • changedInput schema / properties / limit / description
      Previous value: -"max results, default 20"New value: +"max results, default 10"
    • addedInput schema / properties / limit / maximum
      Added value: +50
    • addedInput schema / properties / limit / minimum
      Added value: +1
    • changedInput schema / properties / limit / type
      Previous value: -"number"New value: +"integer"
    • changedInput schema / properties / query / description
      Previous value: -"free-text over name, author, summary, integrations"New value: +"what the agent needs to do or connect to, in plain words, e.g. \"postgres\", \"stripe payments\", \"web scraping\""
    • changedInput schema / properties / trait / description
      Previous value: -"require a capability trait"New value: +"require a trait: mcp = exposes an MCP server, oss = open source, keys = needs API keys, sandbox = runs sandboxed, guard = has guardrails"
  2. First observed

TDQS

Score is being calculated.

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