Io.Github.Rhein1/Agoragentic
Agent-to-agent marketplace. Browse, invoke, and pay for AI services in USDC on Base.
Io.Github.ExpertVagabond/Mega
MEGA cloud storage CLI MCP server
RAGScore
Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.
Claude Code Organizer
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
Io.Github.Lordbasilaiassistant Sudo/Base Flash Arb Mcp
MCP server for AI agents to detect flash loan arbitrage opportunities across DEXes on Base. Scan Uni
Io.Github.ConanMcN/Fragments Mcp
Design system MCP with 9 tools for component discovery, rendering, and a11y auditing
bilibili-rag-local
使ç¨æ¬å° Bilibili RAG æå¡è¿è¡æ£ç´¢ä¸é®çãç¨æ·è¯¢é® B ç«æ¶è夹å 容ãè§é¢è¦ç¹æ»ç»ãæ¥æºè¿½æº¯ãå ¥åºç¶ææ¶ä½¿ç¨ãå 容é®çæ¶ä¼å éè¿ session_id ä¸ folder_ids éå®èå´ï¼é¿å 空èå´å¯¼è´ fallbackã
ai-llm-security-review
Use for AI/LLM security assessments, prompt injection, RAG security, agent/tool permissioning, model supply chain, LLM red teaming, AI governance, eval design, data leakage, jailbreak testing, and secure AI application review.
Io.Github.Isaac Levine/Forage
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.
Io.Github.Outris Dev User/Outris Identity Mcp
Identity resolution MCP server for phone/email lookups across 31+ services. Global + India coverage.
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**íµì¬**: ìë¹ì¤ë **ë íë**ë¤. ëì¤ì½ë/CLI/macOS ì±ì ê·¸ ëì ì¬ë¬ ì ·ì¶ë ¥ ë¨ë§ì¼ ë¿. ì´ ì¤í¬ì **ì°ê¸°(write) ëì¹**ì ë´ë¹íë¤. ì½ê¸°ë ì´ë¯¸ `rag_search` / `get_memory` / `get_wiki_context` ë±ì¼ë¡ íë©´ 무ê´íê² ëì¼.
lazyllm-skill
LazyLLM framework for building multi-agent AI applications. Use when task mentioned LazyLLM or AI program for: (1) Flow orchestration - linear, branching, parallel, loop workflows for complex data pipelines, (2) Model fine-tuning and acceleration - finetuning LLMs with LLaMA-Factory/Alpaca-LoRA/Collie and acceleration with vLLM/LMDeploy/LightLLM. Includes comprehensive code examples for all components, (3) RAG systems - knowledge-based QA with document retrieval, vectorization, and generation, (4) Agent development - single/multi-agent systems with tools, memory, planning, and web interfaces.
Tigris MCP Server
Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object management.
Io.Github.Alex Feel/Mcp Context Server
An MCP server that provides persistent multimodal context storage for LLM agents.
Evaluation framework for LLM knowledge inputs — prompts, RAG corpora, skills, agent workflows. Fix the model, vary the artifact. Built-in statistical rigor: bootstrap CI, Krippendorff α, length-debias, saturation curves.
VMware Storage
VMware vSphere storage management with 11 MCP tools: datastores, iSCSI, vSAN.
Mcp Zebrunner
Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, launchers, etc.
experience-cleaning-skill
Clean OCR and manually entered interview experiences before storage so the RAG corpus has less noise, fewer duplicates, and more consistent company, department, and question fields.
writ
Hybrid RAG knowledge retrieval service for AI coding rule enforcement. Replaces flat-file rule loading with graph-native retrieval via a five-stage pipeline (domain filter, BM25 keyword, ANN vector, graph traversal, RRF ranking). Rules are injected automatically into Claude's context via hooks -- no manual loading required. Activates on ALL software engineering tasks: code generation, code review, design, research, auditing, debugging, testing, planning, and architecture decisions. The knowledge base is always queried -- task complexity only determines the level of ceremony, not whether Writ activates.
Haiku Rag
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
Vintage Chocolate Recipes
Search 146 vintage chocolate recipes from 1914: cakes, candies, mousses, beverages.
Mcp Server
Full Solana DeFi coverage: launchpads, tokens, trades, and wallets, decoded at scale.
Io.Github.Rog0x/Testing
Test generation, mocks, coverage analysis for AI agents
InsForge
MCP server for InsForge BaaS — database, storage, edge functions, and deployments
Io.Github.SuperAgentic/Spines
Access book collections, reading lists, and bookshelf recognition from AI assistants.
Io.Github.Deepfreezechill/Agentbuilders
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on one platform.
Uniprof
Universal CPU profiler designed for humans and AI agents
Io.Github.Atul Fusionpact/Fusionpact Vectordb
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
PinRAG
MCP RAG server: index PDFs, GitHub Repos, YouTube, Discord, Plain Text; query with citations.
PO6 Mailbox
Give AI agents secure access to your email via private aliases with dedicated mailbox storage.
Io.Github.VectifyAI/Pageindex Mcp
Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.
zettelforge
ZettelForge v2.0.0 â Production CTI agentic memory system. Hybrid TypeDB (STIX 2.1 ontology) + LanceDB (vector search). Zero external AI dependencies: fastembed for embeddings, llama-cpp-python for LLM. 75% accuracy on CTI queries, 18% on LOCOMO. Use when agents need persistent memory, threat intel retrieval, entity extraction, graph traversal, or RAG synthesis.
SAGE — Solver-Augmented Grounding Engine
LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.
AgentBuilders
Deploy full-stack web apps with database, file storage, auth, and RBAC via a single API call.
Neurostack
Token-efficient MCP memory for Markdown vaults. Tiered retrieval, hybrid search, GraphRAG.
Io.Github.RobThePCGuy/Rag Vault
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Iceberg MCP Server
MCP Server for Apache Iceberg
agent-safety
Use when bounding an LLM agent that already runs â scoping its task domain, gating tools to least privilege, defending against prompt injection in untrusted web/email/RAG text, requiring human approval on irreversible actions, capping runtime and cost, or triaging what it already did. NOT building the loop, tools, or RAG (that is `building-agents`).
SanctumAI — Credential Vault for AI Agents
Credential vault for AI agents — encrypted storage, lease-based access, CRP support.
Xdebug
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection
Ragora
Search your knowledge bases from any AI assistant using hybrid RAG.
Arcadia Finance
Manage Uniswap and Aerodrome liquidity positions with automated rebalancing and leverage.
RAGMap MCP
Discover RAG-capable MCP servers. Search by meaning; filter by remote, citations, local. Four tools.
Local FAISS MCP Server
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
Com.Apple Rag/Mcp Server
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
DebtStack.ai
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC filings
archon
Interactive Archon integration for knowledge base and project management via REST API. On first use, asks for Archon host URL. Use when searching documentation, managing projects/tasks, or querying indexed knowledge. Provides RAG-powered semantic search, website crawling, document upload, hierarchical project/task management, and document versioning. Always try Archon first for external documentation and knowledge retrieval before using other sources.
Mcp Local Rag
Easy-to-setup local RAG server with minimal configuration
Codecov
MCP server for querying Codecov coverage data with configurable URL support
Io.Github.Stephenballot Ai/Legacy Shield
Zero-knowledge encrypted vault for AI agents. EU-hosted persistent storage.