Find the right AI tools for any job, task or industry.TASK
Find team knowledge
Find and summarize information in connected team documents. ToolGrail lists 44 AI tools for this task, including Otter, Dify, Gemini Notebook and ClickUp Brain.
Tools for this task
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| OtterOtter.ai | Records and transcribes meetings, identifies speakers, summarizes discussions, and turns conversations into searchable knowledge and follow-up actions. | Free + paid | Tool + MCP | Source reviewed |
| DifyDify | Build and deploy AI applications with visual workflows, knowledge retrieval, and multiple model providers. | Free + paid | Tool | Source reviewed |
| Gemini NotebookGoogle | Formerly NotebookLM: explore source materials and turn them into summaries, study aids, and audio overviews. | Free + paid | Tool | Source reviewed |
| ClickUp BrainClickUp | AI workspace that combines company knowledge, writing assistance, multiple models, and project context within ClickUp. | Free + paid | Tool + MCP | Source reviewed |
| GleanGlean | Enterprise search, AI assistance, and agents grounded in connected company knowledge and access permissions. | Contact sales | Tool + MCP | Source reviewed |
| Zendesk AIZendesk | AI agents, copilot assistance, knowledge management, and quality monitoring for customer service operations. | Paid | Tool | Source reviewed |
| Microsoft 365 CopilotMicrosoft | AI assistance within Microsoft productivity apps and work information. | Paid | Tool | Source reviewed |
| Notion AINotion | An AI workspace for finding company knowledge, drafting documents, capturing meeting notes, and carrying out tasks using connected information. | Free + paid | Tool + MCP | Source reviewed |
| DacticNot verified | Connect AI clients to your Dactic work context through a hosted MCP service. | Pricing not verified | Tool + MCP | Site checked |
| DataToRAGNot verified | Hosted MCP for Google Workspace, Atlassian and Notion: one OAuth, per-user accounts, write access. | Pricing not verified | Tool + MCP | Site checked |
| EngramicNot verified | Your organisation's decisions, goals and constraints, with the reasoning, for every agent. | Pricing not verified | Tool + MCP | Site checked |
| EnhanciarNot verified | Ask your company's Slack, Gmail, Drive, Notion, Jira and code from any MCP client, with sources. | Pricing not verified | Tool + MCP | Site checked |
| FalconerNot verified | Search, read, create, update, and organize company knowledge in Falconer. | Pricing not verified | Tool + MCP | Site checked |
| FoxstepNot verified | Search and read your Foxstep guides and checked public how-to guides, with screenshots. | Pricing not verified | Tool + MCP | Site checked |
| FulcraNot verified | Use your Fulcra secure context lake to collaborate with other agents, read and write data, and more. | Pricing not verified | Tool + MCP | Site checked |
| GlenNot verified | Search your team's shared agent memory, and use and save the org's skills and documents. | Pricing not verified | Tool + MCP | Site checked |
| KnowDriveNot verified | Private, multimodal knowledge store for agents: hybrid search with cited, provenance-backed results. | Pricing not verified | Tool + MCP | Site checked |
| KnownNot verified | Shared memory for teams: every AI agent works from your company's knowledge, decisions and history. | Pricing not verified | Tool + MCP | Site checked |
| MaindexNot verified | Team-shared memory MCP: 15 tools, search, links, collections, bulk ops, Teams workspaces. | Pricing not verified | Tool + MCP | Site checked |
| MemexaNot verified | Memory for Claude, ChatGPT and other AI apps: notes and docs as a searchable graph, EU-hosted. | Pricing not verified | Tool + MCP | Site checked |
| MempipeNot verified | Search, read and cite documents. Add, replace and delete files with write access. OAuth required. | Pricing not verified | Tool + MCP | Site checked |
| myelineNot verified | Plug-and-play memory for any AI: approved facts, human review, audit trail. | Pricing not verified | Tool + MCP | Site checked |
| NOANNot verified | The fact infrastructure for agentic companies. Verified, versioned business facts over MCP. | Pricing not verified | Tool + MCP | Site checked |
| Pocket ArchiveNot verified | Search, read, upload and organize your private documents: receipts, contracts, tax records. | Pricing not verified | Tool + MCP | Site checked |
| RecallNot verified | Search and read the articles, videos, podcasts, PDFs and notes you saved in Recall. Read-only. | Pricing not verified | Tool + MCP | Site checked |
| Terranimus MemoNot verified | Company memory for Terranimus: search, read and save what a company knows (OAuth). | Pricing not verified | Tool + MCP | Site checked |
| WhyVaultNot verified | Shared Markdown memory that every AI assistant can read and write. Hosted in the EU. | Pricing not verified | Tool + MCP | Site checked |
| Thomson Reuters CoCounselThomson Reuters | Combine document analysis and drafting with legal research and practical guidance through plan-dependent CoCounsel offerings. | Paid | Tool | Source reviewed |
| HarveyHarvey | Research legal questions, analyze document collections, draft work, and coordinate legal workflows for professional teams. | Contact sales | Tool | Source reviewed |
| Bench47Not verified | Shared Markdown memory for your agents: docs, typed collections, files, skills and Dispatch. | Pricing not verified | Tool + MCP | Site checked |
| Erkle team memoryNot verified | Shared, scoped, reviewable team memory for AI coding agents. | Pricing not verified | Tool + MCP | Site checked |
| HandbookHubNot verified | Search and read saved employee handbooks with scoped, read-only access and policy source links. | Pricing not verified | Tool + MCP | Site checked |
| KogniteNot verified | Hosted agent memory: store, search, and recall facts across sessions from any MCP client. | Pricing not verified | Tool + MCP | Site checked |
| LumberroomNot verified | Durable shared memory for AI agents: search, write and correct facts, with per-client policy. | Pricing not verified | Tool + MCP | Site checked |
| MemmoNot verified | Team memory for AI coding agents and code reviews, reviewed by humans and served over MCP. | Pricing not verified | Tool + MCP | Site checked |
| OwlMemNot verified | Shared memory and teamwork for AI agents: knowledge base, memories, tasks, encrypted vault. | Pricing not verified | Tool + MCP | Site checked |
| RepoMemoryNot verified | Shared project memory for coding agents: decisions, lessons, guardrails and tasks per repository. | Pricing not verified | Tool + MCP | Site checked |
| StateJar memoryNot verified | Verifiable memory for AI assistants: typed facts, content-addressed versions and an audit trail. | Pricing not verified | Tool + MCP | Site checked |
| SubstrateNot verified | Shared memory MCP server for Claude Code, Codex, Gemini CLI and Cursor. Cited, editable. | Pricing not verified | Tool + MCP | Site checked |
| WillderNot verified | One memory for your AI agents: scoped, expiring, revocable per-agent tokens and an audit log. | Pricing not verified | Tool + MCP | Site checked |
| WoollyNot verified | Open-source local memory shared by Claude, Cursor and your own tools, stored as plain files on your laptop. | Open source | Tool | Site checked |
| AiNectoNot verified | Shared project memory for people and AI agents: documents, ERD, diagrams, boards, design mockups. | Pricing not verified | Tool + MCP | Site checked |
| NetDocumentsNot verified | Cloud document and email management for law firms and legal departments, with AI features and Microsoft 365 integration. | Pricing not verified | Tool | Site checked |
| StravitoStravito | AI knowledge platform for storing and searching market research. | Pricing not verified | Tool | Site checked |
Roles that do this work
Business operations leadSenior business analystTeam leaderSenior project managerOperations managerGeneral managerBusiness unit managerProject managerProgram managerFinance managerHR managerRegional managerChief of staffManaging directorOperations directorChief executive officerChief operating officerChief financial officerFounderBusiness ownerManaging business partnerVector database engineerLibrarianArchivist
Sectors where it is common
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →