Retrieval

Everything here was classified as retrieval by keyword match against the maintainer's own description, so treat the grouping as a starting point rather than a verdict.

The list is ordered by the most recent commit, not by stars. A popular project that stopped in 2024 is not a better answer than a smaller one shipped last week.

Listed, not yet verified by us (40)

Published to the registry, but we have not yet checked its repository. Treat the entry as the maintainer’s claim only.

ai.shawndurrani/mcp-merchant — v0.1.3
Search-only commerce MCP server backed by Stripe (test)
ai.shawndurrani/mcp-registry — v0.1.3
Search the public MCP Registry; discover servers and copy SSE URLs.
ai.smithery/kaszek-kaszek-attio-mcp — v0.2.0
Automate Attio CRM workflows with fast search and bulk operations across companies, people, deals,…
ai.smithery/plainyogurt21-clintrials-mcp — v1.16.0
Provide structured access to ClinicalTrials.gov data for searching, retrieving, and analyzing clin…
ai.smithery/yuhuison-mediawiki-mcp-server-auth — v1.0.1
Connect to your MediaWiki using simple credentials and manage content without OAuth. Search, read,…
SnowData — Live Snow — v1.0.0
Live verified resort snow, forecasts, powder search, trip planning & grounded Q&A for 430+ resorts.
ai.taskive/mcp — v1.0.0
AI-native project management + agent memory: tasks, sprints, risk, burnout, knowledge search.
TenderHunt — v1.0.0
Belarus public tenders: search, analytics, docs, and alerts via TenderHunt agent.
ai.tooldirectory/catalog — v1.0.0
Search the AI Tool Directory catalog: tool details, status checks, and alternatives.
TravelMindsAI Concierge — v1.0.0
Grounded, multilingual travel data + a cited travel concierge. 12+ languages, deep India coverage.
Canonical Company Search — v1.0.0
Verified, long-tail company search: describe what you want, get an LLM-verified company shortlist.
Unquant — v3.0.0
Financial data MCP for market, company, news, macro, and US Congress research.
Vocci — v0.1.0
Read-only MCP access to authorized Vocci sessions, notes, files, and memory search.
Webhound — v0.5.2
Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 research harness.
WorkingMemory — v1.0.0
Persistent personal memory for AI assistants — save, search, and recall across every MCP client.
H-Index — v1.0.0
Capability registry for the agentic economy. Semantic search over verified MCP server listings.
Yempik Company Brain — v0.1.0
Governed company memory: search decisions, rules and client facts; propose updates for review.
CiteMe — v1.1.0
Search papers, format citations in 60 styles, and verify bibliographies against scholarly sources.
Fryd - Your Garden Companion — v1.0.10
Search crops, check companion planting, explore seasonal calendars, and find planting plans.
Listen to Sadhu — v1.0.1
Read-only semantic search over Vedic scripture verses, commentaries, and recorded lectures.
Manawa Terminal — v1.0.0
Live market data, financial analysis, and portfolio research tools across 10,000+ tickers.
app.memol/memol — v1.0.0
Search, read, create and edit your Memol notes from Claude. Team note-taking with AI search.
Newsmind — v0.25.0
RSS feeds for ChatGPT & Claude: semantic search, story clustering, keyword watches, OPML import.
OpenDealer MCP Server — v2.0.0
Automotive inventory search for AI assistants: vehicles, dealers, deals, and market data.
Raster — v0.2.0
Browse, search, upload, tag, transfer, and delete images in your Raster libraries over MCP.
Recordo: Task Planner & Notes — v1.0.0
Brain dump, routines, task planning, focus, and instant thought retrieval
Roamward MCP — v1.0.0
Plan U.S. road trips across 50 published drives; strongest coverage in the West and Southwest.
RoboHub Robot Catalog — v1.0.0
Vendor-neutral catalog of 300+ commercial robots: search, compare specs, request vendor intros.
RoughSketch — v2.0.0
Search, read, preview, create, update, rename, arrange and trash sketches in your Google Drive.
app.savedthat/savedthat — v1.0.0
Search your saved videos by what was said. YouTube, Reels, and TikTok transcripts. Read-only.
Sorsa — v1.0.0
Amazon FBA arbitrage toolkit: product analysis, deal feeds, price alerts and sourcing management.
app.triplogistics/trip-logistics-assistant — v1.0.0
Book trip logistics in chat: cars, transfers, eSIM, luggage storage, tours & flight compensation.
Agent SVG Registry — v1.0.0
Search SVG metadata and buy licensed commercial SVG exports for coding agents.
MINDSET — v0.1.0
Semantic search over MINDSET's brand strategy topic database, plus its system prompt.
art.allover/agentee — v1.0.0
Shop all-over print cotton tees with your AI agent: search, cart, promos, checkout. Human pays.
at.baeck/nginx-proxy-manager — v0.1.1
MCP server for Nginx Proxy Manager with full API coverage (43 tools)
MotorLoop — v1.0.0
Search and manage vehicle listings on MotorLoop, an Australian car marketplace.
Camping Australia — v1.4.0
Search Australian campsites, caravan parks and free camps; weather, gear, road trips and booking.
creditcards.best — v0.1.0
Search, compare and estimate rewards across US credit cards. Verified fees, APRs and bonuses.
Uneed — v1.0.0
Search uneed.best's curated product directory: launches, rankings, deals and alternatives

Repository gone or archived (20)

The registry still lists these, but the linked repository returns 404 or the owner archived it. Shown so you do not spend time discovering that yourself.

ai.smithery/arjunkmrm-brave-search-mcp-server — repository gone, v2.0.25
Search the web, images, videos, news, and local businesses with robust filters, freshness controls…
ai.smithery/luminati-io-brightdata-mcp — repository gone, v1.0.0
One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked.…
ai.smithery/pythondev-pro-egw_writings_mcp_server — repository gone, v1.12.4
Search Ellen G. White’s writings by keyword to surface relevant quotations. Retrieve exact passage…
ai.smithery/smithery-ai-github — repository gone, v1.0.0
Access the GitHub API, enabling file operations, repository management, search functionality, and…
SpecProof — repository gone, v1.0.0
SpecProof: Search standards specs with MCP-ready precision.
ai.thoughtbox.api/thoughts — repository gone, v1.0.0
An MCP server that provides read access to your cloud storage providers, bank accounts and more.
Amazon Trends MCP — repository gone, v1.0.5
Amazon product search demand over time, with growth for any keyword. Free key at trendsmcp.ai
Google Trends MCP — repository gone, v1.0.5
Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai
Market Research Trends MCP — repository gone, v1.0.1
See if a market is heating or cooling. Trend volume and growth signals. Free key at trendsmcp.ai
YouTube Trends MCP — repository gone, v1.0.5
YouTube search interest and trend data over time, with growth metrics. Free key at trendsmcp.ai
ai.wild-card/deepcontext — repository gone, v0.1.15
Advanced codebase indexing and semantic search MCP server
Conduit Agentic Commerce — repository gone, v0.1.0
Search multi-merchant supply, checkout, and track orders via MCP.
FAQai — repository gone, v0.5.1
Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.
Mermail — repository gone, v1.1.3
Email inbox API for AI agents: read, search, draft, send, and triage mail over Streamable HTTP.
Papertext — repository gone, v0.1.0
Academic literature search, retrieval, and private library management on top of OpenAlex.
Borough NYC Real Estate API — repository gone, v1.1.0
Search NYC rentals and sales, property details, building data, and market analytics
Saber — repository gone, v1.0.0
Sales intelligence — research companies, qualify prospects, and find contacts.
Paraguay Invoices (SIFEN e-Kuatia via FacturaSend) — repository gone, v0.1.0
Paraguay SIFEN e-Kuatia: AI agents issue and query electronic invoices, stateless BYO.
at.designare/knowledge — repository gone, v1.1.0
Knowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische Suche über RAG.
biz.keepingtrack/dejavu — repository gone, v1.0.0
AI agent skills marketplace — token-efficient skill search & execution

Page 17 of 51

How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.