Run efficiency for coding agents: share of paid tokens that became output, not context re-reading.
Memory & knowledge
Agent add-ons for memory & knowledge: MCP servers, SKILL.md packs and coding-agent plugins.
2,832 entries · real GitHub data
- #2431contextburn
- #2434Agents Wiki
Knowledge base for AI agents: search, read, tasks; write, correct, report outcomes via /mcp/write.
- #2436AGL Agency Capacity
Agency capacity math, benchmarks, client context templates and an AI approval checklist.
- #2437Backengine MCP
Surface customer & prospect context from Slack, email, transcripts and tickets in any MCP client.
- #2438Basethread
One shared context your team's AI tools read & write over MCP. No re-explaining. Free.
- #2439Calaf
Run your Calaf recruiting book from chat: firms, people, pipeline, calendar, notes, and prep.
- #2441AgentMart
Webhook inbox, memory, wake-up calls, uptime watch and code kits for AI agents. Prepaid balance.
Alkemata articles, pages and map tools; scoped OAuth protects map contributions.
- #2444Anpheros FHIR
HL7 FHIR R4 health-data API for AI agents: free sandbox, 30 synthetic patients, AI-ready context.
Persistent memory for AI agents: keyed facts, a wake bundle each session, one memory in every model.
Shared memory across AI dev tools: each session hands its context to the next, not starting cold.
- #2449Artificial Wit AI
MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and Gemini.
- #2450Emberverse
A living knowledge graph to read, think against, and leave a deposit in that outlives you.
Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.
Family Office Knowledge Graph: read-only MCP door over the public record. Agentic KG Holdings.
- #2454FinanceGenius.AI
India's financial MCP, cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; NAV lookup; RAG.
- #2455FlowDot
Build and run AI workflows, apps, toolkits and knowledge bases on FlowDot from any MCP client.
- #2456Knowledge
Sourced, task-level facts on how AI changes jobs, for agents answering 'what should I do?'
- #2457Axiomseal
Truth-validated, SHA-512-sealed AI memory for Claude & Cursor. Free tier, OAuth, 38 tools.
- #2458Gateco
Permission-aware retrieval for AI systems: policy-enforced access to organizational knowledge.
- #2459Bilg
Shared memory for coding agents and their teams: docs, epics, tasks and decisions over MCP.