Ranking · Research
Best AI agents & tools for Research
2,050 tools cover at least one of the 10 research tasks, ranked by coverage score: how much of the theme's tasks each one covers.
Tasks in this theme:Analyze patentsAnswer questions from internal documentsBuild a literature reviewDo market researchFact-check a documentMonitor news on a topicResearch a companyResearch competitorsSummarize academic papersTrack regulatory changes
| # | Tool | Coverage score | Tasks covered | Best at | Access | Trust | Seen |
|---|---|---|---|---|---|---|---|
| 1851 | MyAITwinMCP A personal RAG database you build from chat, so AI creates work that sounds like you. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1852 | kogcat-mcpMCP Local-first judgment layer: counter-examples & blind spots from your own knowledge base. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1853 | Jennifer Rebholz, Attorney - Knowledge BaseMCP Authoritative information about Jennifer Rebholz, Arizona personal injury attorney and trial lawyer. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1854 | semantic-searchMCP Semantic search for Historical Soundscapes. Search eventos, entities, filters. Cross-lingual ES/EN. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1855 | memoryMCP Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1856 | Handsontable Docs MCP ServerMCP Semantic search over Handsontable and HyperFormula docs, API reference, release notes, and issues. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1857 | Gnosis MemoryMCP Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1858 | GameAnalytics DocumentationMCP Search GameAnalytics docs: Unity, Unreal, iOS, Android SDK and API guides for mobile game analytics. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1859 | Guru Remote MCP ServerMCP Guru MCP Server - Connect AI tools to your Guru knowledge base | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1860 | AcqPath — content rights before RAG, AI and trainingMCP Check content rights before RAG, AI input, training or indexing. Signed RSL evidence, not a license. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1861 | Fold Laboratories Art CatalogueMCP Original art from galleries and artists: semantic search, provenance, live availability. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1862 | docsMCP Search and read the Free Battery Factory docs (LiteShip, batpak) as live MCP tools. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1863 | docsMCP Search and read Empryo's documentation. Read-only, no auth, no local access. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1864 | ByJG Open Source DocsMCP Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI projects. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1865 | BonebendersMCP Dentistry knowledge base: implantology, periodontology, oral surgery. Verbatim text, with sources. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1866 | Atlassian Rovo MCP ServerMCP Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1867 | Artificial Wit AIMCP MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and Gemini. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1868 | mcp-serverMCP Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1869 | Agents WikiMCP Knowledge base for AI agents: search, read, tasks; write, correct, report outcomes via /mcp/write. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1870 | Acorn ReplyMCP Read and edit your Acorn Reply knowledge base from any MCP client. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1871 | 0DTE ConfluenceMCP Gamma rails, options flow tape, and graded 0DTE setups for SPY/QQQ/IWM. Advisory only. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1872 | Blck Alpaca Knowledge BaseMCP Search Blck Alpaca's knowledge base on SEO, GEO, AI agents and marketing automation. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1873 | knowledgeMCP Knowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische Suche über RAG. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1874 | MINDSETMCP Semantic search over MINDSET's brand strategy topic database, plus its system prompt. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1875 | Listen to SadhuMCP Read-only semantic search over Vedic scripture verses, commentaries, and recorded lectures. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1876 | FormmyMCP Run WhatsApp AI agents: manage agents, conversations, CRM contacts, orders and RAG docs. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1877 | FAQaiMCP Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1878 | atlas-mindMCP Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1879 | H-IndexMCP Capability registry for the agentic economy. Semantic search over verified MCP server listings. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1880 | deepcontextMCP Advanced codebase indexing and semantic search MCP server | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1881 | docsMCP Search and fetch AgendaForge public documentation and marketing content. No authentication needed. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1882 | Speko AIMCP Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, evals, and docs. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1883 | Stompy – AI Memory for Claude & MCP AgentsMCP Persistent AI memory with semantic search, conflict detection, and ticketing. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1884 | smithery-notionMCP A Notion workspace is a collaborative environment where teams can organize work, manage projects,… | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1885 | Hint-Services-obsidian-github-mcpMCP Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy… | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1886 | seendbMCP Video knowledge base for agents: search your library's transcripts, keyframes and on-screen text. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1887 | RFP.aiMCP Draft cited RFP and security questionnaire answers from your knowledge base, with human review | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1888 | noveumMCP Trace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1889 | mcpMCP Read-only Mafdet AI account tools (models, balance, usage, subscription) and docs search. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1890 | Metabind DocsMCP Search and read the Metabind documentation: MCP Apps, BindJS, the SDKs, the CLI, and the APIs. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1891 | mitosisMCP Mitosis agent-memory platform: pricing, docs search, platform status, agent skills. No auth. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1892 | inbrixMCP AI-native helpdesk hosted in Germany: tickets, replies, KPIs and knowledge base over MCP. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1893 | FinanceGenius.AIMCP India's financial MCP — cards, loans, FDs, insurance, MFs; EMI/SIP/tax calcs; NAV lookup; RAG. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1894 | DarkFunnels documentationMCP Search and read the DarkFunnels docs: WhatsApp AI sales agents connected by QR, no Meta Cloud API. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1895 | Cerebrium DocsMCP Search the Cerebrium docs: deployment, cerebrium.toml, hardware, endpoints. Also sends feedback. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1896 | Context LinkMCP One semantic search across your sites, Drive, Notion, email, files and Basecamp. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1897 | Knowledge BaseMCP A searchable knowledge base your assistant reads and writes. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1898 | Agentic NewsMCP AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1899 | secedgar-mcp-serverMCP Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO & Streamable HTTP. | 0.3 | 1 / 10 | Research a company | REMOTELOCAL | DECLARED | 3h ago |
| 1900 | LeadMagic — B2B Email Finder & Contact EnrichmentMCP Find and verify B2B work emails and enrich contacts — live SMTP verification. | 0.3 | 1 / 10 | Research a company | REMOTELOCAL | DECLARED | 18h ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.