Tag “RAG” — 63

Parallel Search MCP

parallel.ai

The best web search for your AI Agent

ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox

smithery.ai

IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG ai tools, directly from Cursor, Claude Desktop, Windsurf, or any AI agent without leaving your IDE. Many classical testing tools too ! Enjoy ! No API key. No signup. Free.

SaSame Research

smithery.ai

Free AI research/OCR + agent-economy discovery tools (120+ tools, no-auth), includes engage_sasame to commission SaSame to build MCP/Claude/RAG/agents, full deliverables pay-per-call via x402

Atlas

docs.useatlas.dev

Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents.

Yonyon (yonyon.ai)

smithery.ai

MCP server for Yonatan Gross (yonyon.ai). Ask about his AI/RAG/agent work, browse portfolio projects, or book a free 15-min intro call. Public, no auth.

ai-readiness

smithery.ai

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website from one URL. The AI Readiness Kit MCP server helps developers and marketers make any website accurately understood by AI systems (ChatGPT, Claude, Gemini, Perplexity, and others). Connect at https://ai.silverbackmarketing.com/api/mcp — no API key, no local install. The server exposes tools to research a site, classify its type (SaaS, e-commerce, healthcare, etc.), and generate all 18 pr

agentready

smithery.ai

Make any website queryable by AI agents — index any site, ask questions, get cited answers via RAG

Gemini File Search

smithery.ai

MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generation). ## Features - Create and manage File Search stores - Upload documents (text, PDF, base64) with custom metadata and chunking config - Import existing Gemini files into stores - Track upload/operation status - Query documents using RAG with model selection and metadata filtering ## 12 Tools **Store Management**: create, list, get, delete stores **Upload & Import**: upload c

News Feeds & Content Feeds for Agents and RAG

smithery.ai

Synorb provides a live Temporal Context Graph for AI agents. Search available Content Streams, inspect source coverage, and pull cited Manifests with structured Signals, Briefs, and source metadata across finance, policy, engineering, filings, courts, and business podcasts.

ai·rete·rag

smithery.ai

ai·rete·rag splits deciding from explaining. The verdict comes from a Rete production-rule engine — deterministic, reproducible, and traceable to the exact rule that fired, with salience deciding which rule wins when two disagree. Only then does an LLM run, grounded by retrieval over your own policy documents, to render that verdict into prose that cites real policy text. The model never decides anything, so an explanation can't invent a threshold your rulebook doesn't have.

Bowmark

bowmark.ai

Do things on live websites: prices, availability, quotes, bookings, anything behind a form or login.

DecimalAI Skills Registry

app.decimal.ai

Search agent skills ranked by measured lift vs a no-skill baseline, with safety and rankings.

Gateco

gateco.ai

Permission-aware retrieval for AI systems: policy-enforced access to organizational knowledge.

Paper Lantern

paperlantern.ai

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

ai.syntheticbrew/syntheticbrew

syntheticbrew.ai

Embed an AI chat widget on your website from your coding agent: provision, configure, get snippet.

ai.zimac/mnema

mnema.zimac.ai

Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.

cloud.fetcher/fetcher

fetcher.cloud

The web capability layer for AI agents: render, extract, DNS, SSL, WHOIS & more via x402.

com.agishub/agent-memory

agishub.com

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

Cymosoft

cymosoft.com

Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数・全角半角・和暦)

EnConvert

enconvert.com

Unified web ingestion for AI agents: perceive, discover, search, extract, ingest, watch, convert.

Lune Research

luneresearch.com

Search peer-reviewed papers and research methodology guidance from your AI agent.

MyAITwin

myaitwin.lutolearn.com

A personal RAG database you build from chat, so AI creates work that sounds like you.

Opedd — Licensed Content for AI

opedd.com

Licensed, rights-cleared content for AI agents - verifiable license keys + EU AI Act attestation.

com.opensolr/opensolr-mcp

opensolr.com

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

pixserp

pixserp.com

Live AI-native web search with citations. One tool for every MCP client. Flat per-request pricing.

Project Paced

projectpaced.com

AI project timelines & Gantt charts, plus enterprise resourcing, capacity & weekly status reporting.

dev.goodbarber/goodbarber-public-mcp

goodbarber.com

Manage your GoodBarber eCommerce, Community, and Membership app via natural language.

MCP Trust Index

staas.fund

Curated, trust-first index of vetted MCP servers — scored tiers, monthly re-verified. Read-only.

Skill of Skills

skills.911fund.io

Quality-ranked, cross-platform directory of AI coding skills, plugins and MCP servers.

Aiven MCP

aiven.io

Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.

Anakin

anakin.io

Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation

1Claw Vault

1claw.xyz

HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and threat scanning.

io.github.2s-io/mcp

2s.io

575+ agent tools: data, AI gateway, storage/queues/watchers. x402 USDC, no keys, usage billing.

Africa Data Bank

africadb.com

Trusted African data, provenance, citations, and catalog search for AI agents.

AgentsKit Registry

registry.agentskit.io

Discover open-source AI agents and get source-owned installation instructions through MCP.

io.github.CDCStream/captapi

captapi.com

Social media data: 85 tools across 11 platforms (YouTube, TikTok, Instagram, X & more), one key.