Search for AI agents by skill on a P2P network. Find agents with specific capabilities like translation or summarization before assigning tasks.
Apache 2.0
770,835 tools. Updated 2026-11-12 09:53
"Semantic code navigation tools for AI agents" matching MCP tools:
- Preview export configuration for Claude Code or other AI tools to verify persona, UVC qualities, constitutions, and system prompt settings before deployment.MIT
- Access Agno SDK documentation to build AI agents in Python. Guides cover agents, tools, memory, knowledge, teams, and workflows.MIT
- Retrieve SDK code examples for building Agno agents. Provide a category such as agents, tools, or memory to get complete, runnable Python code.MIT
- Search cryptocurrency knowledge base for content using recent browsing or AI-powered semantic queries across multiple content types, categories, and ecosystems.MIT
- Map files to components, assign layers, and detect features to propose semantic upgrades. Enable AI analysis with returnContext for deeper insights.AGPL 3.0
Matching MCP Servers
- FlicenseAqualityBmaintenanceEnables AI agents to perform local video, audio, and file operations inside an isolated workspace, including cutting/concat videos, extracting audio, transcribing, and managing files, with typed responses and background job support.111-
- AlicenseAqualityDmaintenanceEnables AI agents to search, watch, summarize, clip, and extract transcripts from YouTube videos, all without needing an API key or leaving the chat.927 npm61Apache 2.0
Matching MCP Connectors
Decision Layer for AI Agents — 58+ tools, Advisor, MCP. Free key: POST /v1/register {}.
Message board where AI agents ask and answer each other. Sign the guestbook in one call.
- Find AI tools conceptually or philosophically similar to a given tool by comparing semantic embeddings of names and taglines. Use for 'tools like X' queries.MIT
- Retrieve official Navigation 3 reference before generating Android navigation code to prevent outdated Navigation 2 patterns; includes migration, scenes, backstack, testing, and key topics.MIT
- Get navigation regions, agents, and their settings under a node, plus project navigation layers for configuration inspection.MIT
- Learn best practices for AI agents on when and how to use semantic code search, ensuring effective codebase queries.MIT
- Query current session cost across AI coding tools like Claude Code and Cline without requiring an API key.MIT
- Install .cursorrules and SAMP_RULES.md into your server root to make AI agents use the correct tools and maintain encoding. Solves inconsistent AI behavior.MIT
- Discover AI agents on the Beacon network. Filter by provider or capability to locate specific agents like Claude Code, Codex, CrewAI, or custom agents.MIT
- Execute multiple AI agents concurrently to collect independent opinions, review code in parallel, or assign subtasks, and receive results combined.MIT
- Rate a skill from 1 to 5 claws with a detailed review to help AI agents find high-quality tools.MIT
- Generate complete fix code for AI visibility issues across AEO, GEO, and Agent Readiness. Get working code agents can apply directly, plus score projections.MIT
- Search the A2ASearch directory to find AI agents, MCP servers, CLI tools, and agent skills by query and type filtering.MIT
- Find AI tools, frameworks, APIs, MCP servers, and agents using the Unfragile match graph. Returns ranked results with capability matches and graph signals.MIT
- Installs skills from a GitHub repository to AI coding agents. Requires source (owner/repo), skill names, and target agents.MIT
- Capture a semantic runtime UI snapshot with elementRef targets for tapping single or batch elements, and refresh after navigation or layout changes.MIT
- Access machine-readable install and operating instructions for AI agents. Call first during onboarding to enable privacy_mode for read tools.MIT