Information about Microsoft Graph API MCP Connectors

ToolSnap MCP B

Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% token cut. 38 tools.

Blockchain RAG Systems Web Scraping

1731

Search Fragments A

For queries a model can't confidently place: resolves or declines. Built to decline, not guess.

RAG Systems Search

12

ColdState Knowledge Search A

**ColdState Knowledge Search MCP Server** https://github.com/daniel-coldstate/coldstate-mcp Semantic search over 64.6M knowledge entries — the structured alternative to web search APIs and web scraping for LLM agents. No crawling, no rate limits, sub-3s responses. Cloud-hosted at services.coldstate.ai

Search Knowledge & Memory RAG Systems

162

agent-memory A

Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402

RAG Systems Vector Databases

21

NVIDIA NemoClaw CKG A

NVIDIA NemoClaw knowledge graph — 55 nodes, F1 0.576 (+269% vs RAG), 11x fewer tokens. MCP-native.

Knowledge & Memory RAG Systems

712

agent4.io B

Build and run grounded business agents over MCP: agents, knowledge bases, skills, Storylines.

Agent Orchestration Autonomous Agents RAG Systems

441

deerdawn A

AI session memory: the brief your AI reads before every session so no session starts cold.

Knowledge & Memory RAG Systems Autonomous Agents

232

doc.page PDF Extraction A

Extract PDFs to Markdown, RAG chunks and cited tables; publish tracked Doc Links with read stats.

RAG Systems Documentation Access

72

AI Readiness Kit A

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

RAG Systems Search Knowledge & Memory

623

aipricepatterns A

Historical market memory for AI agents using semantic vector search across years of financial market data. Discover similar market regimes, price patterns, and market context for quantitative research and algorithmic trading.

Finance Vector Databases RAG Systems

122

Diffbot A

Diffbot MCP — Knowledge Graph company enrichment + web content extraction (diffbot.com)

RAG Systems Web Scraping Knowledge & Memory

332

Serper A

Serper MCP — wraps the Serper Google Search API (serper.dev)

Search RAG Systems

342

VenuVidya — Carnatic Flute Study Guide A

Kannada/English Carnatic flute KSGMS syllabus — search lessons, log practice, ask a RAG guru.

Education & Learning Tools RAG Systems Search

72

Tavily A

Tavily MCP — wraps the Tavily API (tavily.com)

Search RAG Systems

332

vozclara A

Multilingual YouTube → Knowledge Pack engine. Paste a video URL and get a structured pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Anonymous endpoint plus OAuth-gated tools for library search, RAG Q&A on a single pack, and Anki export.

RAG Systems Text Summarization Education & Learning Tools

12

Lifestyle Medicine Knowledge A

Semantic search over a 200-chunk ACLM lifestyle medicine knowledge base.

Health & Wellness Search RAG Systems

12

PQS - Prompt Quality Score A

The world's first named AI prompt quality score. Score, optimize, and compare LLM prompts before they hit any model. Free tier available. Built on PEEM, RAGAS, G-Eval, and MT-Bench frameworks. x402-native on Base.

AI & Machine Learning RAG Systems Testing & QA Tools

22

cache-proxy A

LLM caching proxy (x402 USDC on Base) - exact + semantic cache. Free health.

AI & Machine Learning RAG Systems

22

Alpha (Mossland)A

Korean crypto × AI media MCP — channel stance, daily briefs, RAG, canonical store, AI personas.

Cryptocurrency AI & Machine Learning RAG Systems

122

Agent Module A

Deterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.

Autonomous Agents Knowledge & Memory RAG Systems

722

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