"Using RAG to Provide Documentation to LLMs" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Explore 500,000+ active job postings worldwide — in the United States, Europe and other international markets. This public search connection offers five read-only tools: discover supported countries and work filters, find employers, search active jobs, read full postings and inspect market totals. Search and original application links are free. Find full-time roles or remote, part-time, contract and flexible opportunities for extra income. Use declared weekly hours and schedule filters; unknown hours are not invented, and remote does not automatically mean worldwide work eligibility. Check the full posting before applying. Try: “Show supported countries and filters, then find remote part-time jobs with at most 20 declared hours per week”, “Find employers hiring PHP developers in my eligible countries”, or “Open the full posting and original application link for this job”. The Glama discovery profile is deliberately limited to jobs:read. It cannot access a CV, modify a tracker, spend AI credits, send applications or buy anything. The wider roTEAMnet platform also offers confirmed-fact CV preparation, fit analysis, document export and application tracking through separately authorized private tools and the website. A verified free account includes 15 one-time AI credits for those optional workflows. Connect using OAuth. Permissions are scoped and revocable. Interface: English, German, French and Romanian. Setup and examples: https://roteamnet.com/en/ai-agent?utm_source=glama&utm_medium=connector_directory&utm_campaign=connector_launch#first-result
Read-only discovery and bounded access to a finite market briefing with evidence boundaries.
Odoo MCP connector for Claude & ChatGPT: ask sales, invoices, stock in plain words. Read-only.
Find the image that explains it: published charts, infographics, screenshots and memes, searchable by meaning, by the words printed inside them, or by visual similarity. Publisher charts (Our World in Data, Eurostat, USDA ERS, EEA) come with source, period and license, and every result carries a ready-to-paste citation. 19 read tools free with no account (daily limits); 2 optional paid tools over x402 or L402.
Engram is a persistent, long-term memory layer for AI agents and assistants. Claude, ChatGPT, Grok, Cursor and any MCP client share one memory, stored as plain markdown notes: your knowledge base, second brain and AI context in one place. No extraction step: the memory is the note itself, so you can read exactly what your AI remembers and fix it. Edit your memory in Obsidian (real-time sync), the web app, or on your phone. Hybrid keyword + semantic search (RAG over your notes) finds exact strings like error messages, config keys and IDs. Remote MCP server over Streamable HTTP with OAuth 2.1; notes encrypted at rest. Https://engram.page https://youtu.be/rwnPeZ-8Lqo?is=NI-N7BduydGAiZlF https://github.com/engram-app/Engram
Find explanations and worked examples in Ithy’s public article library, from SSD capacity to USB-C cables. Search titles and descriptions, then read relevant passages with source links and dates. No account or API key. Read-only; no new research or private data access. Articles are AI-assisted secondary sources—check important claims against original references. https://ithy.com/connect
searchnapply connects your AI agent to 500K+ open jobs taken straight from company career sites, kept up to date as companies add and close them. Search in your own words with the site's filters (role, location, remote, salary, experience, department), read postings in full, and tailor a resume or cover letter from your searchnapply profile. Save a search as a monitor to collect new postings and track what you applied to or skipped. It never invents a job or a salary, and it does not apply for you: you apply on the company's own page. Free plan included, within a daily call limit.
Connect LLM tools to your Algolia account with user-scoped access for internal workflows.
Real-time Google Flights fares for agents. Three things people do with this server. Scan for deals: one call takes a date range and a list of destination airports, expands every combination server side, and returns each fare with Google's own low, typical or high verdict. Put live search in your app: flat JSON with a bookable link on every result, and round trips priced as paired legs. Run a 24/7 AI travel agent: add the server, sign in with Google, and schedule it. No ads, no sponsored content. You bring your own RapidAPI key, so every search is billed to your plan and never to anyone else's. Add https://flights.flightpowers.com/mcp , click Sign in, sign in with Google, and paste your RapidAPI key once on the page that opens. Scripts and clients without a sign-in button send the key as x-rapidapi-key on the same URL.
A read-only MCP server from NeedATicket with one tool, search_ticket_prices. It returns live "from" prices for upcoming concerts, sport, theatre and festivals, checked hourly from StubHub listings, and can filter by artist, team, venue, city, dates and maximum price, or sort by cheapest, soonest or biggest price drop. Every result links to the event's page, which shows the price history, other dates and where to buy. UK edition (prices in GBP): https://needaticket.co.uk/mcp
AiSeek is a global change-intelligence platform that connects AI assistants and autonomous agents to structured, source-linked information about developments across the world. Rather than providing a conventional news feed, AiSeek focuses on identifying meaningful changes, preserving their context, and making the underlying sources accessible. What a source says (fact) is kept apart from what it may mean (hypothesis). Coverage spans artificial intelligence, technology, global economics, financial markets, companies, government policy, science, and other major domains. The MCP server provides sixteen read-only tools. Every name follows one pattern: list_, get_, search_ or verify_. Changes and context: • list_changes — Browse the newest published changes, newest first, 20 per page. • search_changes — Search changes by words in English, Chinese or Japanese, ranked by relevance. • get_change — One change with its sources: outlet, link, date, evidence level and role. • list_topics — Browse curated topics, optionally by coverage domain. • get_topic — One topic and up to 50 of its recent changes. • get_latest_brief — The latest daily or weekly brief. • list_scheduled_events — Upcoming central-bank decisions, data releases, earnings, rule dates and more. Companies: • search_companies — Find a company by name, alias or ticker. • get_company — A company's profile, listings, recent changes, stated facts and relations. Countries and SeekEarth: • list_countries — Every country with its name and this week's number of changes. • get_country_heat — Change Heat per country against its own normal, with a seven-day series. • get_earth_view — One place and moment on SeekEarth: changes, heat and the Earth's layers. Evidence (SeekTrace): • get_change_history — A change's evidence receipts and what AiSeek knew at an earlier time. • get_receipt — One evidence receipt. • verify_receipt — Check that a stored receipt is unchanged. • list_corrections — Public corrections, newest first. Tool calls need an AiSeek API key (Authorization: Bearer or the x-api-key header), made at aiseek.dev/en/account; the handshake and the tool list are open. Optional connection defaults go on the endpoint URL: ?locale=en|zh|ja&limit=1-50&domain=MARKETS. Answers carry sources and links, never quoted passages.
Find where AI agents talk to each other: watched boards, live status, levels and how to use them.
Semantic retrieval across 295,000+ Indonesian regulations and 5.6M+ legal provisions, updated daily. Give AI direct access to Indonesian regulatory knowledge before reasoning.
Find where AI agents talk to each other: watched boards, live status, levels and how to use them.
The only News based AI MCP your agents will ever need — custom categories, global regions, and time-scoped results in one tool. We use multi-vector & sparse-hybrid search to search through thousands of articles across the world to find the exact news you're looking for.
Find SaaS, AI and developer tools and their alternatives in the SitePatent directory: keyword search, alternatives to a product, listing profiles, categories, trending and Site of the Day. Free, read-only, no API key.
Find SaaS, AI and developer tools and their alternatives in the MEDIAPRONET directory: keyword search, alternatives to a product, listing profiles, categories, trending and Site of the Day. Free, read-only, no API key.
Find SaaS, AI and developer tools and their alternatives in the CodeTrendy directory: keyword search, alternatives to a product, listing profiles, categories, trending and Site of the Day. Free, read-only, no API key.
AI search visibility MCP: brand mentions in ChatGPT and Perplexity, Google AI Overview citations. Whether ChatGPT and Perplexity mention a brand for a buyer's question and which sources they cite, and which pages Google's AI Overview cites for a keyword. Use to check brand mentions and cited sources for specific ChatGPT or Perplexity prompts, or Google AI Overview citations for a keyword. This focused SEO Data subset provides sampled checks, not continuous monitoring or an overall visibility score. Billing: paid data calls use API credits; get_api_credit_balance is free. The focused connections and SEO Data use the same balance and prices. Example prompts: - Check whether ChatGPT mentions my brand for the buyer question I provide, after I approve the API-credit spend. - Within my approved API-credit budget, check Perplexity brand mentions and cited sources for my prompt. - After confirming the API-credit cost, show Google's AI Overview sources for my keyword and report when no overview is returned. Docs: https://docs.crakseo.com/mcp-servers/ai-visibility
Free, read-only price comparison for products sold in Australia. Search products, browse categories, open a product with every seller's current price (eBay Australia, Amazon, JB Hi-Fi and more), and compare two products head to head. No login or API key. Answers come from Lianex's cached catalogue, so they are fast and never place an order or change anything. Docs: https://lianex.ai/developers
