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 (60)

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

Jobs Base — v1.0.1
Search builder roles - jobs where one person owns engineering, product, and QA end-to-end.
io.kolvera/kolvera — v1.7.0
AI sales & BD platform for Australian recruiters: search, enrich, campaign, research, reports.
LinkList — v1.0.0
Search source collections your team vetted. Every passage cites its URL and fetch date.
LinkMCP — v1.1.0
Hosted MCP server for LinkedIn: 31 tools for profiles, search, messaging, posts, enrichment.
Maindex Expert Memory Service — v1.0.0
Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.
MCP Marketplace — v1.0.0
Search and install 4,000+ security-scanned MCP servers from inside any MCP-aware AI client.
io.mcpcentral/jsoncanvas — v0.1.0
Create, validate, edit, export (markdown/svg/png/mermaid), and search JSON Canvas files.
Mediawork — v0.1.0
Search Mediawork's directory of post-production and distribution vendors, plus FAQ and plans.
LLM Optimizer — v1.0.0
AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
Motomarks MCP Server — v1.0.1
Car logo API and image CDN: search automotive brands, fetch brand data, and build logo CDN URLs.
Namefi — v3.0.0
Search, buy, and manage domains, DNS records, orders, and NFSC balance on Namefi.
io.obsideo/mcp — v0.1.0
Encrypted S3-compatible storage with cryptographic possession proofs. 12 GB free, self-serve.
Agent Zero — ERC-8004 Agent Intelligence — v1.8.0
Free read-only ERC-8004 agent-intel tools: coverage, leaderboards, agent vetting, payment graph
Philidor DeFi Vault Risk Analytics — v1.0.0
Search 700+ DeFi vaults, compare risk scores, analyze protocols. No API key needed.
io.prospeo/prospeo-mcp-server — v1.1.0
Prospeo: Find, search, and enrich people and companies with verified emails and mobile numbers.
Qt Documentation — v0.2.0
Search Qt 6 API and product docs (Qt Core, Qt Quick, Qt Creator, Boot to Qt, MCUs).
io.scispot/mcp — v1.0.0
Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.
Seal Security — v0.1.116
Vulnerability management: scan projects, search sealed packages, manage sealing rules and reports.
io.searchapi/mcp — v1.0.0
Give AI assistants access to real-time search data through SearchApi.
io.seaworthy/mcp — v0.4.0
Disability insurance MCP: a quote_request action plus carrier and coverage research tools.
io.serpjet/serpjet-mcp — v0.1.1
Google SERP API for AI agents. 10 result types incl. shopping. 1,000 free searches/month.
io.snyk/mcp — v1.1304.2
Easily find and fix security issues in your applications leveraging Snyk platform capabilities.
MeetMyAgent — v0.2.0
MeetMyAgent: search the free AI-native marketplace and list your offers, from any MCP client.
StudioMeyer Memory — v3.16.12
AI memory with 56 tools. Knowledge Graph, semantic search, OAuth 2.1 + Magic Link. Free tier.
StudioMeyer Personal Suite — v0.5.5
Local-first productivity: email, calendar, messaging, search, image gen. 49 tools. BYOK.
Teres — Booking for AI Agents — v0.1.0
Search and book appointments at local businesses. Barbershops, salons, spas, and more.
io.tooloracle/flightoracle — v1.0.0
Flight Intelligence MCP — search, cheapest dates, multi-city, airline compare via Google Flights
io.tooloracle/hoteloracle — v1.0.0
Hotel Intelligence MCP — search, price compare, area guides, price calendars via Google Hotels
io.tooloracle/law — v1.0.0
LawOracle — 20 legal AI tools: case law search, contracts, EU regulations, citation graph.
io.tooloracle/memoryoracle — v1.0.0
MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.
io.tooloracle/rankoracle — v2.0.0
SEO Intelligence MCP — 13 tools: keyword research, SERP, domain audits, competitors.
io.tooloracle/researchoracle — v1.0.0
ResearchOracle - 11 financial research tools: 10-K parsing, equity, macro, citation graph.
io.tooloracle/seooraclev2 — v1.0.0
SEOOracle v2 - 7 next-gen SEO tools: AI overview tracking, GEO/AEO, entity coverage.
io.twelvelabs/twelvelabs-mcp-server — v1.0.1
TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications.
Unstructured Transform — v0.7.2
Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.
io.usefulapi/bettermode — v1.0.0
Read Bettermode community spaces, members and posts; full-text search across your community.
io.usefulapi/braintree — v1.0.1
Search Braintree transactions, customers and payment methods, and refund or void charges.
io.usefulapi/gitbook — v1.0.0
Read spaces, collections, pages and content; search docs and manage GitBook organization spaces.
io.usefulapi/knowledgeowl — v1.0.0
Read and write knowledge-base articles, categories, snippets, glossary, readers, and search data.
io.usefulapi/linear — v1.0.1
Search, read and create Linear issues, projects, teams and cycles.
io.usefulapi/mistral — v1.0.1
Manage your Mistral platform — models, files, batch jobs, agents and RAG document libraries.
io.usefulapi/peopledatalabs — v1.0.1
Enrich and search people and companies, resolve identities, and enrich IP addresses.
io.usefulapi/stream — v1.0.1
Query channels, search messages, and read threads, users and reactions in your Stream Chat app.
Vintage Chocolate Recipes — v1.0.0
Search 146 vintage chocolate recipes from 1914: cakes, candies, mousses, beverages.
A Christmas Carol — v1.0.0
Semantic search through Dickens' A Christmas Carol by meaning, theme, or character.
Lenny's Podcast Transcripts — v1.0.0
Search 286 episodes of product management wisdom from top leaders at Figma, Airbnb, Linear.
io.veezee/linkedin — v3.1.0
LinkedIn data for AI agents: search, profiles, companies, posts. Free key, self-minted, no signup.
io.veezee/reddit — v1.1.0
Reddit posts, comments, subreddits, and search for AI agents. Free key, self-minted, no signup.
io.veezee/x-twitter — v1.1.0
X (formerly Twitter) posts, profiles, and search for AI agents. Free key, self-minted, no signup.
Whatic IC Datasheets — v1.0.0
IC datasheet search: parametric part finding, spec lookup, price comparison — grounded in real PDFs.
Bijack Loadboard — v0.1.0
Search active public freight loads and loadboard halls on Bijack.
Cup24.it Availability — v1.0.0
Search private healthcare appointment availability across Cup24.it: services, doctors, clinics.
it.heera/agentimus — v1.33.0
heera.it via Agentimus: AI readiness, traffic, request log, search & index reports, by approval.
it.piqod/experiences-oracle — v1.0.1
Search & compare prices for tours, activities and tickets across multiple providers.
TaxCompass — Italian tax tools — v1.0.0
Sourced Italian tax tools for AI agents: cited primary-source search + a deterministic tax engine.
Alpha (Mossland) — v1.0.0
Korean crypto × AI media MCP — channel stance, daily briefs, RAG, canonical store, AI personas.
legal.kvasir/kvasir-legal — v1.0.0
Verifiable German, Austrian, Swiss & EU law: resolve, search and verify citations with provenance.
Onchain Alpha Lab — v1.0.0
Paid MCP tools for onchain alpha research, X content analysis, and KOL distillation.
max4.live — v1.0.1
Natural-language search over 8,900+ Max for Live devices for Ableton Live.
chathome.lu — Luxembourg Real Estate — v1.0.0
Luxembourg real estate for AI agents: property search, price estimates, market data, commutes.

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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.