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Ranking · Research

Best AI agents & tools for Research

2,042 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 2,042
#ToolCoverage scoreTasks coveredBest atAccessTrustSeen
1451Drone IntelligenceMCP
Drone-sector market intelligence for AI agents: free briefings and profiles, licenced tracker data.
0.72 / 10Research competitors · Track regulatory changesREMOTELOCALDECLARED6d ago
1452Draconic Market IntelligenceMCP
Live multi-signal market intelligence for supported instruments. Analysis only.
0.72 / 10Research competitors · Track regulatory changesREMOTELOCALDECLARED6d ago
1453gosidianMCP
Self-hosted Obsidian-compatible markdown vault with a web UI and a 57-tool MCP server for AI agents
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1h ago
1454ExomemMCP
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED4h ago
1455marm-mcp-serverMCP
Universal MCP Server with advanced AI memory capabilities and semantic search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED7h ago
1456Engram: AI memory you can edit in ObsidianMCP
Shared memory for Claude, ChatGPT and any MCP client. Read and edit it in Obsidian or the web app.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED7h ago
1457vexMCP
Local code search for agents: symbols, usages, call graph, AST patterns, grep and semantic search
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED13h ago
1458Obsidian TurbochargedMCP
Governed Obsidian vault access: hybrid retrieval, Markdown-native memory, HITL confirmations.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED14h ago
1459sf-intelligence — Salesforce org intelligence for AI agentsMCP
Offline, read-only MCP knowledge base for one Salesforce org's metadata, deps & impact.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED14h ago
1460PurlMCP
Search and save to your Purl read-it-later knowledge base from any MCP client.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED15h ago
1461memory-findMCP
Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED16h ago
1462mcp-atlassian-extendedMCP
MCP server for Jira and Confluence — sprints, agile boards, attachments, versions, calendars.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED17h ago
1463PexafyMCP
Semantic search over free-to-use stock photos from 9 libraries: by words, image, or similar.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED19h ago
1464Agentic Task System (ATS)MCP
MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED20h ago
1465mcp-local-ragMCP
Easy-to-setup local RAG server with minimal configuration
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED20h ago
1466ai·rete·ragMCP
Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1467Vault CortexMCP
Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1468arxiv-mcp-serverMCP
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1469NewsmindMCP
Read, search and track your RSS feeds: semantic search, story clustering, watches, OPML import.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1470SenzingMCP
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1471Lithuanian Data Portal documentationMCP
Search and read the Lithuanian Data Portal user guide and Data API docs, in Lithuanian and English
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1472coolifyMCP
45 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1473haiku.ragMCP
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1474DevExpress DocumentationMCP
Streamable HTTP MCP server for DevExpress documentation search and retrieval.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1475YouTube Transcripts & SubtitlesMCP
Bulk YouTube transcripts from videos, channels, playlists or search: text, RAG chunks, SRT, VTT.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1476memtomemMCP
Markdown-first long-term memory for AI agents. Hybrid BM25 + vector search, runs locally.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1477prompt-injection-scannerMCP
Scans RAG content/scraped pages for indirect prompt injection
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1478brainatticMCP
The knowledge base your AI reads and writes, under your rules — over MCP, EU-hosted.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1479pmndrs docsMCP
Search and read the docs and examples of react-three-fiber, drei, zustand, jotai... from your agent
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1480CartographerMCP
Governance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1481IWEMCP
Markdown knowledge base as agent memory. Runs against the notes directory it is started in.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED1d ago
1482seekstoneMCP
Filesystem-direct Obsidian MCP server — search and edit your vault with low context-tax.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED2d ago
1483notion-mcp-serverMCP
Token-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED2d ago
1484KZSalesHub KnowledgeMCP
B2B sales, marketing, AI and management knowledge base for Kazakhstan and Central Asia (RU).
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED2d ago
1485agent-knowledgeMCP
Cross-session memory for AI agents - knowledge graph, scoring, semantic search
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED2d ago
1486Picsha AIMCP
AI-native digital asset management: semantic search, generative image edits, and CDN delivery.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED2d ago
1487gadakMCP
Ask a local SQLite mirror of your Jira and Confluence: SQL, full-text search, issue detail.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED3d ago
1488Lium DocsMCP
Search and read the Lium GPU rental docs: pods, CLI, SDK, REST API and agent guides.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED3d ago
1489EnzymeMCP
Semantic search and pattern discovery for Obsidian and markdown vaults.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED3d ago
1490ColdState — Deterministic Knowledge InfrastructureMCP
Deterministic knowledge for AI agents: search, fetch, cite and verify a 48M-entry knowledge base.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED3d ago
1491Black Window weaveMCP
Semantic search over local folders of code and docs, with a code-search encoder running on your CPU.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED3d ago
1492OctocodeMCP
AI-powered code indexer with semantic search and knowledge graphs
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED3d ago
1493cyanheads-mcp-serverMCP
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED4d ago
1494OctobrainMCP
Persistent memory for AI assistants with semantic search and knowledge graph relationships.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED4d ago
1495better-code-review-graphMCP
Token-efficient code review knowledge graph: semantic search and call-graph resolution.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED4d ago
1496Divinci AIMCP
Release management and QA for custom AI assistants: RAG, releases, scored QA, signed TrustBench runs
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED4d ago
1497Husverket – Swedish Prefab HousesMCP
Husverket AB knowledge base: 350 Q&A on attefallshus, prices and building permits in Sweden.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED5d ago
1498Obsidian Hybrid SearchMCP
Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED5d ago
1499tibiawiki-mcpMCP
TibiaWiki knowledge base: attribute queries over creatures, items, NPCs, quests and spells
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED5d ago
1500Zammad MCPMCP
Every Zammad ticket, article, and Knowledge Base operation as one CLI and MCP server - plus a
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED5d ago
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Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.