{"tab":"agents 2026-06-24","total_agents":4299,"alive":4168,"eliminated":25,"with_github":4237,"with_license":1281,"with_skills":50,"mean_overall":0.4119264480111778,"median_overall":0.387,"source_count_breakdown":[{"sources":1,"count":4228},{"sources":2,"count":71},{"sources":3,"count":0}],"top_sources":[{"name":"awesome-mcp-servers","count":2799},{"name":"github.com","count":1521},{"name":"a2aregistry.org","count":50}],"top_licenses":[{"name":"MIT","count":633},{"name":"Apache-2.0","count":363},{"name":"NOASSERTION","count":155},{"name":"AGPL-3.0","count":59},{"name":"GPL-3.0","count":40},{"name":"MPL-2.0","count":9},{"name":"BSD-3-Clause","count":8},{"name":"CC0-1.0","count":4}],"top_capability_clusters":[{"name":"Information Analysis And Research","count":671,"tooltip":"Sentiment analysis (8); Data analysis (8); Deep research (7)"},{"name":"Agent Building & Execution","count":652,"tooltip":"Agent Discovery (10); Agent discovery (10); Build AI agents (5)"},{"name":"Network & Location Data Lookup","count":641,"tooltip":"DNS lookup (6); WHOIS lookup (6); Weather data retrieval (5)"},{"name":"Workflow Automation & Scheduling","count":591,"tooltip":"Workflow automation (15); Task Management (6); Task management (6)"},{"name":"Information Discovery & Retrieval","count":546,"tooltip":"Web search (30); Semantic search (15); Full-text search (12)"},{"name":"Agent Activity Monitoring","count":511,"tooltip":"Audit logging (13); Anomaly detection (5); PII detection (5)"},{"name":"Workspace Organization & Coordination","count":492,"tooltip":"Project management (9); Task management (9); User management (8)"},{"name":"Blockchain Payment Execution","count":463,"tooltip":"Transaction signing (5); Cryptographic operations (4); Payment processing (4)"},{"name":"Semantic Knowledge Retrieval","count":449,"tooltip":"Retrieval-augmented generation (24); Semantic search (22); RAG implementation (13)"},{"name":"Content Generation & Synthesis","count":438,"tooltip":"Image generation (28); Video generation (17); Text-to-speech synthesis (8)"},{"name":"Authentication & API Integration","count":437,"tooltip":"JWT decoding (6); API key management (4); API integration (4)"},{"name":"Code And Command Execution","count":435,"tooltip":"Python code execution (18); Code Execution (14); Code execution (10)"},{"name":"Multi-Agent Coordination","count":405,"tooltip":"Multi-agent orchestration (48); Multi-agent coordination (32); Agent-to-Agent Communication (31)"},{"name":"Document Processing And Storage","count":403,"tooltip":"File system access (5); PDF to Markdown conversion (4); Document conversion (4)"}],"top_actions":[{"name":"Retrieve","count":712},{"name":"Execute","count":654},{"name":"Search","count":647},{"name":"Generate","count":572},{"name":"Analyze","count":449},{"name":"Manage","count":412},{"name":"Create","count":394},{"name":"Process","count":259},{"name":"Provide","count":230},{"name":"Store","count":212},{"name":"Extract","count":208},{"name":"Query","count":205},{"name":"Integrate","count":200},{"name":"Convert","count":190}],"total_capabilities":16356,"agents_with_capabilities":4111,"distributions":{"stars":[{"label":"0–10","count":350},{"label":"11–100","count":232},{"label":"101–1k","count":341},{"label":"1k–10k","count":455},{"label":"10k+","count":142},{"label":"no data","count":2779}],"recency":[{"label":"<30d","count":0},{"label":"30d–6mo","count":1123},{"label":"6mo–1y","count":145},{"label":"1–2y","count":170},{"label":"2y+","count":83},{"label":"no data","count":2778}],"speed":[{"label":"<100ms","count":63},{"label":"100–300ms","count":3510},{"label":"300ms–1s","count":575},{"label":"1–3s","count":24},{"label":"3s+","count":4},{"label":"no data","count":123}]},"top_in_bucket":{"stars":[{"name":"NousResearch/hermes-agent","url":"https://github.com/NousResearch/hermes-agent","value":"201,145★"},{"name":"n8n-io/n8n","url":"https://github.com/n8n-io/n8n","value":"193,831★"},{"name":"microsoft/markitdown","url":"https://github.com/microsoft/markitdown","value":"158,337★"},{"name":"Snailclimb/JavaGuide","url":"https://github.com/Snailclimb/JavaGuide","value":"156,559★"},{"name":"langgenius/dify","url":"https://github.com/langgenius/dify","value":"146,350★"}],"recency":[{"name":"exa-labs/exa-mcp-server","url":"https://github.com/exa-labs/exa-mcp-server","value":"57d ago"},{"name":"pinpoint-apm/pinpoint","url":"https://github.com/pinpoint-apm/pinpoint","value":"57d ago"},{"name":"metorial/metorial","url":"https://github.com/metorial/metorial","value":"57d ago"},{"name":"google-gemini/gemini-cli","url":"https://github.com/google-gemini/gemini-cli","value":"57d ago"},{"name":"DeusData/codebase-memory-mcp","url":"https://github.com/DeusData/codebase-memory-mcp","value":"57d ago"}],"speed":[{"name":"Cyberweasel777/botindex-mcp-server","url":"https://github.com/Cyberweasel777/botindex-mcp-server","value":"61 ms"},{"name":"Bortlesboat/bitcoin-mcp","url":"https://github.com/Bortlesboat/bitcoin-mcp","value":"62 ms"},{"name":"jf-cmyk/blocksize-agentic-payments-mcp","url":"https://github.com/jf-cmyk/blocksize-agentic-payments-mcp","value":"62 ms"},{"name":"chrisbusbin-pixel/propfirmdealfinder-mcp-server","url":"https://github.com/chrisbusbin-pixel/propfirmdealfinder-mcp-server","value":"62 ms"},{"name":"KK6BZB/signallord-mcp-server","url":"https://github.com/KK6BZB/signallord-mcp-server","value":"63 ms"}]}}