AI knowledge tools with an API
The INITE Atlas lists 105. By use, the list opens with Atly, Glean, Mintlify, AI for Research and Liner.
The homepage shows an API or an SDK: it can be called from code.
Where each one says so
Ranked by use
Figure and bar: visits/mo, estimate · year: online since
- #2

AtlyMCP · open
Ranks and explains local places against a person's stated intent, such as a quiet café for remote work, through an app or API.
3.5MActive - #8

Glean
Indexes company apps like Slack, Drive and Jira into one permission-aware search, with a chat assistant and agents that answer from that index.
63.5kActiveContact sales2019 - #11

Mintlify
Hosts self-updating documentation and knowledge bases that agents and LLMs can access and search.
34.9kActiveFrom $450/mo - #16

AI for Research
Searches scientific papers and checks whether later studies support or contradict each claim, then grounds AI answers in those papers.
16.7kActiveFrom $12/mo - #19

LinerMCP · sign-in
Searches academic research, generates citations, and drafts professional documents with cited sources.
12.8kActiveFrom $14.99/user/mo - #20

Tana
Outliner workspace that stores notes, tasks and meeting transcripts as linked nodes with typed fields, plus an assistant that acts on them.
11.4kActiveFrom $20/user/mo2021 - #29

Summify
Builds searchable knowledge pods from videos, podcasts, documents, and voice notes to use across multiple AI tools.
3.3kActiveFrom $8/mo2024 - #32

Kapa AI
Ingests and retrieves unstructured knowledge from multiple sources to provide accurate context for AI agents.
2.1kActiveFree plan - #35

sipsip.ai
Transcribes and summarizes videos, podcasts, meetings, and documents into structured insights and key points.
1kActive2025 - #36

AmassMCP · sign-in
Answers research questions by searching papers, trials, patents and regulatory records, citing the record behind each claim.
1kActiveFrom $9/mo2022 - #38

Off-Nadir DeltaMCP · sign-in
Turns news reports and open data into geolocated events, each linked to its sources and flagged for satellite visibility.
670Active2024 - #42

NewsCatcherMCP · open
Searches and streams news articles from 140,000 sources with entity resolution and real-time monitoring.
490ActiveFrom $50/mo - #51

CoChat
Searches academic papers, verifies citations against real sources, and organizes research findings in a collaborative workspace.
201ActiveFrom $9/mo2025 - #54

AI JSONMedic
Repairs invalid JSON from AI tools, removing markdown fences, fixing quotes and commas, and handling truncation.
195Active - #55

SynopticMCP · open
Streams real-time news and social posts from trusted sources, including Truth Social, White House releases, and SEC EDGAR filings, for trading and monitoring.
191 - #56

TweetsmashMCP · open
Searches, labels and exports your saved X bookmarks, sends scheduled digests, and syncs them to Notion, Google Sheets or Zotero.
190MaintainedFrom $7/mo2022 - #57

MDflowMCP · sign-in
Stores markdown files in shared workspaces with a browser editor, tasks from checkboxes, public knowledgebase links, and API and MCP access.
182ActiveFrom ≈ $5.61/mo - #61

Dashworks
Searches across all workplace apps and knowledge bases to answer team questions in real time.
172MaintainedFrom $10/user/mo - #63

BackrowMCP · sign-in
Records lectures and meetings, transcribes them live, and turns transcripts into notes, flashcards, quizzes and study guides.
165ActiveFrom $9.99/mo - #84

Bookmarkjar ®
Saves and searches bookmarks across platforms using semantic search and AI tagging.
85ActiveFrom $3.99/mo - #88

StashrMCP · sign-in
Saves bookmarks from any platform, tags them with AI, and makes them searchable for you or your agents.
68ActiveFrom $6/mo - #93

Monkt
Converts documents and web pages into AI-ready markdown or structured JSON.
58ActiveFrom $4.99/mo - #94

LuneMCP · sign-in
Connects AI agents to computer science research papers for literature review, experimentation design, and peer review without hallucination.
54ActiveFrom $4.99/mo - #99

Reasoning Labs
Answers business questions and runs analyses on your data using autonomous agents that write SQL and Python.
47ActiveFrom $69/user/mo - #111

General CatalystMCP · open
Ingests timestamped text into a store and answers questions with ranked, dated evidence for AI agents.
29ActiveFrom $99/mo2025 - #113

emailmdMCP · open
Converts markdown files into responsive, email-safe HTML with a plain-text part, pre-send linting, and an MCP server.
27Active - #115

FoddaMCP · sign-in
Provides curated market research and institutional data to AI agents via MCP protocol.
25ActiveFrom $50/mo2004 - #124

Quant DataMCP · open
Tracks what research publishers said about each ticker and measures those claims against market data, served through an API and MCP server.
19ActiveFrom $49/mo - #126

AI to AI Hub
Runs questions through multiple AI models simultaneously so they debate and critique each other's responses.
18ActiveFrom $19/mo - #134

HeatPulseMCP · open
Aggregates AI news from English, German and French outlets into daily issues ranked by how widely each story is covered.
12Active - #140

Quercle
Fetches and renders web pages for AI agents, extracting clean markdown with prompt injection protection.
9MaintainedFrom $5/mo - #141

Introducing Ask Channel AI
Searches and answers questions across a YouTube channel's transcripts, returning quotes and timestamps linked to the source video.
9ActiveFrom $9.99/mo - #150
Cron TranslatorMCP · open
Explains cron expressions in plain English and lists their next run times in a chosen timezone.
7Active - #151

Agentic NewsMCP · sign-in
Monitors thousands of news sources for user-chosen topics and delivers a deduplicated daily briefing of stories that pass automated validation.
7ActiveFrom $9/mo - #154

branchlyMCP · sign-in
Answers visitors' questions from a website's own content through chat, search, navigator and form interfaces.
6 - #156

GitHub for AI Agent Memory
Shared memory system where AI agents store, learn from, and reinforce knowledge across tasks.
5ActiveFrom $29/mo - #160

Knowledge for AgentsMCP · open
Shared knowledge network where AI agents contribute and discover solutions to problems.
4Active - #168

Agents WikiMCP · open
Serves openly licensed how-to articles for AI agents over HTML, markdown, REST and MCP, with authenticated contribution access.
4Active - #172

Pensieve
Builds a unified knowledge map from company data sources and feeds it to AI agents via standard protocols.
3ActiveFrom ≈ $670/mo - #173

Triall
Runs questions through three AI models that independently answer, critique each other blind, and verify claims against web sources.
3From $11/mo - #181

ScriptMasterLabsMCP · open
Converts one public https URL into compact markdown for language models, billed per accepted read in USDC over x402.
3ActiveFrom $2 per use - #182

RepageMCP · sign-in
Publishes markdown documents and plans to shareable pages with inline comments and version history, exportable as plain files.
3MaintainedFree - #183

Share HTML in secondsMCP · sign-in
Publishes an uploaded HTML or Markdown file to a private shareable link, with re-uploads that keep the same URL.
3 - #184

URLpipeMCP · open
Fetches any web page in real Chrome and returns it as markdown, screenshots, PDFs, metadata, HTML and audits via API or MCP.
3ActiveFrom $19/mo - #185

makesPDFMCP · open
Converts Markdown or templates into PDF/A-2a and PDF/UA-1 tagged files with embedded fonts, rendered through an API, CLI or MCP server.
3ActiveFrom $10/yr - #187

mailexodus
Generates migration playbooks for email platform transfers, mapping source exports to destination imports.
2Maintained - #192

CurioMCP · sign-in
Provides design style libraries in markdown format for AI agents to apply to generated content.
2ActiveFrom $9.90/mo - #195

Bugsly
Analyzes stack traces to explain errors and suggest fixes, with billing by unique issues instead of raw events.
2ActiveFrom $19/mo
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
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