AI medical records search

Horch

Audio · Whisper (local) for transcription; optional Ollama / MLX local LLMs for summarization

Privacy-first, on-device meeting assistant for macOS

MongoDB Atlas Vector Search

RAG · Bring-your-own embeddings (OpenAI, Cohere, open models); native Voyage AI embeddings and rerankers

8.6

Vector search built into the operational database you're already using.

Gong

Audio · In-house speech and language models, with additional agentic features reportedly built on frontier LLMs

8.5

Revenue AI platform that captures, transcribes, and analyzes customer conversations to drive sales outcomes.

Grain

Audio · Claude, ChatGPT

8.3

AI meeting notes, coaching, and an MCP feed for your agents

Databricks Vector Search

RAG · Multi-model (BYO embeddings or Databricks-hosted)

8.1

Managed hybrid vector search that lives inside the Databricks lakehouse and auto-syncs with your source tables.

Read AI

Audio · Multi-model

8.1

AI meeting copilot that transcribes, summarizes, and surfaces action items across Zoom, Meet, and Teams.

Limitless

Agents · Proprietary (multi-model)

7.8

AI wearable pendant that records and transcribes your conversations into a searchable personal memory.

Rayyan

RAG

7.3

AI-assisted systematic review platform for screening, deduplicating, and extracting data from large literature corpora.

LLMEval

Evaluation · Multi-model

7.2

Open academic benchmark suite for stress-testing LLMs on contamination-resistant, domain-specific tasks.

Elicit

RAG · Claude Opus 4.5

7.1

AI research assistant that searches, screens, and extracts data from 138M+ academic papers at scale.

Singlebase Cloud

RAG · Multi-model

7.0

AI-native Firebase alternative bundling document DB, vector DB, auth, storage, and built-in AI services.

Refinder AI

RAG

6.9

Chat-native enterprise search and task automation hub that lives inside Slack and Google Chat.

TPOT

Coding · Genetic programming over scikit-learn

6.9

Open-source AutoML library that evolves scikit-learn pipelines with genetic programming.

ChatPDF

RAG · GPT-4o / GPT-4o-mini

6.8

Conversational Q&A over PDFs and other documents with citation-backed answers.

Scribbl

Audio

6.7

Bot-free AI meeting recorder, transcriber, and summarizer for Google Meet.

Telborg

Writing

6.5

AI-written daily briefings on US data center buildout, power, and permits.

Airtable MCP Server

MCP Servers

Model Context Protocol server that gives LLMs full read/write access to your Airtable bases.

Chroma MCP

MCP Servers

Official MCP server that gives LLM clients direct access to the Chroma vector database.

Qdrant MCP Server

MCP Servers · FastEmbed (default: sentence-transformers/all-MiniLM-L6-v2); pairs with any MCP-capable LLM such as Claude 3.5/4, GPT-4o, or local models

Official Qdrant MCP server that turns a vector database into a semantic memory layer for Claude, Cursor, Windsurf, and any MCP client.

spaCy

Coding · in-house (Cython statistical models); optional transformer backbones (BERT, RoBERTa, Hugging Face)

Industrial-strength natural language processing in Python.

TuneAI

RAG · YandexGPT (feedback), Yandex SpeechKit (speech-to-text)

Voice-based oral exam practice with rubric-grounded AI feedback

VoxAI

Audio · Bring-your-own via MCP (Claude, GPT, or other MCP-compatible clients)

Local macOS conversation recorder with live AI copilot and speaker-labelled transcripts