Ranking · Research
Best AI agents & tools for Research
2,047 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 |
|---|---|---|---|---|---|---|---|
| 1701 | mcp-factcheckMCP An MCP server that validates content against MCP specification using semantic search and AI | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1702 | Hipocampo MCPMCP Bilingual dual memory with SSC for AI agents. Semantic search, embeddings, profiles. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1703 | mcpMCP Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1704 | kObsidianMCP Filesystem-first MCP for Obsidian — an LLM-maintained wiki inspired by Karpathy's LLM Wiki. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1705 | psyXe MCP ServerMCP Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. macOS. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1706 | changegamerMCP Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1707 | Qdrant MCPMCP MCP server that wraps the Qdrant vector database API as tools. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1708 | Balthasar & Speyr CatalogueMCP Public catalogue, semantic search and source texts of Hans Urs von Balthasar and Adrienne von Speyr. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1709 | fusionpact-vectordbMCP Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1710 | vaultguardMCP AI agents use your Obsidian secrets by name — values never reach their context. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1711 | mcp-pickaxeMCP MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1712 | FrontDeskoMCP Hotel PMS pricing, comparisons, OTA savings math, docs search and live demo availability. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1713 | openhive-mcpMCP Search and contribute to a shared knowledge base of AI-discovered problem-solution pairs. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1714 | mcp-documentation-serverMCP Local-first document management and semantic search for AI coding agents | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1715 | NeuralBrainMCP NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1716 | Docs Ask (local docs RAG)MCP Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1717 | Catholic GreatnessMCP AI Catholic formation — spiritual direction, saints, scripture, and semantic search. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1718 | better-notionMCP Operate Notion with a single Markdown document — read, create, and update pages in one call. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1719 | a2atlassianMCP Jira & Confluence for AI agents. Pre-configured connections, compact output. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1720 | LumenMCP Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1721 | FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meetingMCP FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting prep, tracks… | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1722 | FastMCP server for bidirectional sync between personal and team Obsidian vaultsMCP FastMCP server for bidirectional sync between personal and team Obsidian vaults. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1723 | vault-mcp-toolsMCP Complete Obsidian vault MCP server. 35 tools: notes, search, graph, tags, canvas. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1724 | FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge gMCP FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify… | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1725 | tw-legal-ragMCP Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1726 | llmgraphMCP Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1727 | BuyKing MCP ServerMCP Saleplaza BuyKing MCP: Semantic search for global shopping hot deals (US/JP/KR). | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1728 | Confluence CloudMCP MCP server for Confluence Cloud — page editing, navigation, and content management | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1729 | deeprepoMCP Productivity-boosting RAG engine for codebases with multi-provider AI support and semantic search. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1730 | nol-mcpMCP nol MCP server -- search, cited Q&A, and pages over your team's knowledge base | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1731 | ckg-mcpMCP 97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1732 | Salesforce AgentForce CKGMCP Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1733 | NVIDIA NemoClaw CKGMCP NVIDIA NemoClaw knowledge graph — 55 nodes, F1 0.576 (+269% vs RAG), 11x fewer tokens. MCP-native. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1734 | research-hubMCP Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, verify briefs. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1735 | FreshdeskMCP MCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1736 | Signal Lab Apify Data ToolsMCP Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1737 | VAAS-X Cognitive MemoryMCP Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1738 | cortexMCP Local multi-client RAG server over the Model Context Protocol. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1739 | StackFast FractWin Expert BrainMCP Expert knowledge base for sales, negotiation, strategy, operations, and risk. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1740 | blobpediaMCP Celestia knowledge base: CIPs, docs, forum, videos, GitHub, plus live on-chain state | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1741 | Mirror Memory MCP ServerMCP Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1742 | TheRundown Documentation MCPMCP Official TheRundown API documentation search. No live data or authenticated Product API calls. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1743 | ContextBridgeMCP MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1744 | reftrixmcpMCP Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1745 | SQL Server MCP (Windows)MCP SQL Server MCP with RAG capabilities for Windows (native ODBC support) | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1746 | SprintraMCP The project brain for AI coding agents — memory, decisions, sprints, knowledge base via MCP. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1747 | Memory Engine MCPMCP Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1748 | Arachne MCPMCP Web scraping, browser RAG, vision, transcription, and 20 AI tools. Universal data intelligence. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1749 | Graph-MemMCP Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1750 | SentimatixMCP Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search via MCP. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.