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MCP servers · AI, RAG & memory

50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

  1. io.github.Shreyas-Profile/telegram-mcp
    Telegram bridge for your MCP-compatible agent. Bidirectional, no LLM in our stack.
  2. io.github.Shweta-Mishra-ai/tokenmizer ★ 30
    Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.
  3. io.github.Siddhukaushik/slimdex-mcp
    Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.
  4. Memory Engine MCP ★ 1
    Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.
  5. io.github.Sisuthros/claude-amplifier
    Persistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.
  6. Snipara Project Intelligence
    Hosted MCP for source-backed project context, memory, code impact, and agent workflow continuity.
  7. io.github.SolvoHQ/dependency-migration-mcp
    Through-the-upgrade dependency-migration briefs for LLM coding agents.
  8. io.github.SomexAI-Applications-Group/marboba-mcp
    MarBoba IDP catalog as MCP tools: projects, APIs, runbooks, on-call, SLOs. Bring your own LLM.
  9. MCP Registry Search ★ 1
    Search and browse every MCP server in the Model Context Protocol registry.
  10. Website Auditor
    AI visibility + site audits: see if ChatGPT, Perplexity, Claude & Gemini recommend a website.
  11. Sprintra ★ 3
    The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP.
  12. io.github.Stackbilt-dev/img-forge
    AI image generation across 5 quality tiers (SDXL to Gemini 3 Pro), 50 free credits on signup.
  13. Fireweed ★ 4
    Agent memory where every fact carries a receipt, and deletion is provable.
  14. io.github.Studio-Moser/shelbymcp
    Knowledge-graph memory server for AI tools via MCP
  15. Forge Cascade MCP Memory Server ★ 1
    AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.
  16. Historis
    The memory of your business: an event-based CRM your assistant reads and writes, dated and signed.
  17. Synapse Layer — Zero-Knowledge Memory ★ 13
    Zero-Knowledge Context™ & Neural Handover™ for AI Agents. The Trust Layer for AI Memory.
  18. io.github.TKMD/reftrixmcp ★ 2
    Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector
  19. Kirok Memory ★ 1
    Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation
  20. Zephex
    MCP gateway with 10 tools for code analysis, architecture, package audit & security.
  21. io.github.TeleAI-UAGI/telemem ★ 490
    Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
  22. io.github.The-OpenROAD-Project/openroad-mcp ★ 17
    The OpenROAD MCP server - interactive EDA sessions via Model Context Protocol
  23. io.github.TheAiSingularity/agentic-research ★ 1
    Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
  24. io.github.TheBarmaEffect/glassbox-framework ★ 11
    Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.
  25. io.github.TheBaronofAI/vetted-consumer
    Will a local LLM run on your hardware? GGUF quant, buy-vs-rent-vs-API cost, used-GPU prices.
  26. mneme ★ 2
    Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.
  27. contextkeeper
    Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.
  28. vaultit
    Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.
  29. Kaito Query Service
    AI LLM with Gemini, MiniMax, Replicate, OpenRouter. Vision, search, code review. USDC on Base.
  30. io.github.TheStevenJohnstone/ai-consensus
    Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.
  31. ContextBridge
    MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.
  32. Agent Router
    Discover and call AI agents via MCP. Supports A2A agents and platform agents with async tasks.
  33. io.github.TinySuiteHQ/tinycontext ★ 9
    Token-light local memory with SQLite hybrid retrieval for MCP agents.
  34. io.github.TinySuiteHQ/tinysearch ★ 226
    Fast discovery search and self-hosted web research for MCP agents.
  35. io.github.Toinedotcom/toolforte
    Exact IBAN, VAT, cron, regex answers; HTML/URL to hosted PDF or screenshot; agent memory; workflows.
  36. TopoLift Negotiation
    Atom-grounded negotiation reasoning. Typed topology slot, inline citations, public dialect.
  37. Mirror Memory MCP Server
    Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction
  38. StackFast FractWin Expert Brain
    Expert knowledge base for sales, negotiation, strategy, operations, and risk.
  39. io.github.Trushtonfactory/anthropic-admin-mcp
    Native MCP server for the Anthropic Admin API: org, workspaces, members, API keys, usage, costs.
  40. io.github.TurkerYakup/mcp-server-google-antigravity ★ 2
    MCP server exposing Google Antigravity (agy CLI / Gemini): jobs, codebase analysis, file tools.
  41. io.github.UnityNodes/blobpedia
    Celestia knowledge base: CIPs, docs, forum, videos, GitHub, plus live on-chain state
  42. VAAS-X Cognitive Memory
    Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB.
  43. io.github.VBlackJack/cortex ★ 1
    Local multi-client RAG server over the Model Context Protocol.
  44. Context Fabric ★ 2
    Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.
  45. PageIndex MCP ★ 387
    Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.
  46. io.github.VelixarAi/memory ★ 1
    Persistent memory for AI assistants. Store, search, and recall across sessions.
  47. io.github.VineetV2/peon-mem ★ 2
    Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt.
  48. Bench Agent Discovery ★ 1
    Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.
  49. io.github.Vishisht16/humane-proxy ★ 29
    AI safety middleware — detects self-harm and criminal intent in LLM prompts.
  50. io.github.VonderVuflya/yggdrasil ★ 21
    One shared, durable memory for your AI coding agents — local-first, zero-dependency.