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Ranking · Research

Best AI agents & tools for Research

2,046 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
AI agents 20Tools 2,046
#ToolCoverage scoreTasks coveredBest atAccessTrustSeen
1601nyuchi-docsMCP
Search, read, and ask the Nyuchi docs (docs.nyuchi.com); send feedback or raise issues.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1602Local FAISS MCP ServerMCP
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1603DistilleryMCP
Knowledge base for Claude Code with semantic search, feed intelligence, and teams
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1604Novyx MCPMCP
Persistent memory for AI agents with rollback, audit trails, and semantic search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1605jitapiMCP
Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1606CoderSwap MCP ServerMCP
Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1607golden-dataset-mcpMCP
Version-controlled golden datasets and RAG evaluation, no API key needed.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1608irantiMCP
Persistent, shared memory for AI agents — facts, checkpoints, semantic search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1609better-notion-mcpMCP
Markdown-first MCP server for Notion API with 8 composite tools and 39 actions.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1610Nalegalu MCPMCP
Semantic search over Polish law and case law, citing the exact in-force article.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1611smart-connections-mcpMCP
Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1612casemgr-mcpMCP
Shared workspace your AI agent writes to. 184 tools, persistent memory, semantic search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1613rippr-mcpMCP
Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1614mitre-attack-mcpMCP
Search the MITRE ATT&CK enterprise knowledge base for adversary techniques and tactics.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1615RagoraMCP
Search your knowledge bases from any AI assistant using hybrid RAG.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1616Hive VaultMCP
On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1617easy-notionMCP
Markdown-first Notion MCP server. ~6-7x fewer response tokens vs official Notion MCP. 43 tools.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1618ElevenLabs AgentsMCP
ElevenLabs Conversational AI: agents, calls, conversations, and knowledge base for MCP hosts
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1619Microtoll EngineMCP
Microtoll Engine in your coding tool: docs search and a scaffold for end-to-end-encrypted apps.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1620ChromaDB Remote MCP ServerMCP
Remote ChromaDB vector database MCP server with streamable HTTP transport
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1621hot-memory-mcpMCP
Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1622BibleMCP
Study the Bible in its original Hebrew and Greek — semantic search, word studies, cross-references,
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1623RecallMCP
Recall (recall.it) — your AI knowledge base / 'second brain'. Via the official API: semantic search
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1624PikeletMCP
Search self-contained .pikelet knowledge artifacts over MCP — no vector DB, no embedding API.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1625NoogatMCP
Voice notes that organize themselves. Capture by Siri, AI auto-tags, semantic search retrieves.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1626Medical RAG - Clinical Decision Support & Healthcare Knowledge RetrievalMCP
Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1627navmdsMCP
Research 7,400+ US doctors: search, semantic search, profiles, reviews & procedure pricing.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1628Medical RAG MCP - Semantic search and retrieval of high-quality clinical medical dataMCP
Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1629longmemMCP
Persistent cross-project memory for Cursor and Claude Code using local semantic search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1630mcp-sap-docsMCP
Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1631X Archive RAGMCP
Local-first MCP tools for searching and drafting from your X/Twitter archive.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1632Obsidian Vault MCPMCP
Local Zotero, MinerU, Obsidian literature workflow with transactional Analysis notes.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1633SenseMCP
Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1634investbrainMCP
Investment discipline MCP server with RAG, behavior detection, journaling, and market data.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1635Linggen - Local RAGMCP
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1636RxRadarMCP
Semantic search across 5 US government healthcare databases.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1637DeadzoneMCP
Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1638agentpedia-mcp-serverMCP
Search, discover, and contribute to AgentPedia - the knowledge base for AI agents.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1639Vector DB MCPMCP
Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1640ragalgoMCP
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1641NotipoMCP
Publish to self-hosted WordPress from AI agents: markdown, images, SEO, and Notion sync.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1642Enterprise Internal Knowledge Base: Production-Ready RAG + MCPMCP
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1643STIL Lab AssistantMCP
STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1644agenticmemoryMCP
Persistent memory for AI agents — history, context, semantic search, queues. 46 tools, stdio/SSE.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1645TubExpertoMCP
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTube channels.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1646Obsidian EverywhereMCP
Graph context, semantic search, guarded edits, and reviewable Git for local Obsidian vaults.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1647EnzymeMCP
Semantic search and AI context for your Obsidian vault. Surface patterns with catalysts.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1648Factsets MCP ServerMCP
An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1649IdencifyMCP
Whole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1650Corebee AI Customer SupportMCP
Run AI customer support from your terminal: conversations, knowledge base, and chat widget.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
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Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.