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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
1551UserGuidingMCP
Manage users, track events, companies, and knowledge base articles in UserGuiding.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1552Obsidian MCP ServerMCP
Filesystem-based MCP server for Obsidian vaults — read, search, and edit notes, no app required.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1553mem-contextMCP
Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1554devragMCP
Lightweight local RAG MCP server. 40x token reduction.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1555mnemographMCP
Event-sourced knowledge graph memory for AI coding agents with semantic search
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1556github-repo-mcpMCP
MCP server for GitHub repo health, commit summaries, issue triage, and RAG Q&A.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1557XKnow Knowledge BaseMCP
Search and explore source-backed SEO, SaaS, and LLM-wiki knowledge from the XKnow knowledge base.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1558garnet-mcpMCP
RAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1559Obsidian BrainMCP
Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1560swiss-truth-mcpMCP
Verified knowledge base for AI agents — stop hallucinations with certified facts.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1561synapbusMCP
MCP-native agent-to-agent messaging hub with channels, DMs, and semantic search
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1562Koma Core MCPMCP
Protected RAG storage — agents discover public metadata, content only by access token.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1563adam-frameworkMCP
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1564Local MemoryMCP
Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1565mcp-obsidian-cliMCP
Save chat notes from Claude Desktop to your vault — MCP on Obsidian CLI. Keep what matters.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1566n0s1-mcpMCP
Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitHub and GitLab
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1567Sourcegraph MCP ServerMCP
Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1568lainMCP
High-performance knowledge graph MCP server for AI coding agents with semantic search.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1569ZKshareMCP
ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1570openinsurance-wikiMCP
Open, source-cited knowledge base of Belgian insurance products: search, compare, verify, overlaps.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1571SeekLinkMCP
Local read-only semantic search for Markdown vaults through MCP.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1572AI Readiness KitMCP
Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1573Obsidian MCPMCP
Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1574minirag-mcpMCP
Local-first RAG MCP server: hybrid search over a folder of your own documents
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1575SAME - Stateless Agent Memory EngineMCP
Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1576notion-mcpMCP
Notion MCP server — search, export, and import pages as markdown
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1577IT GlueMCP
IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1578dify-mcpMCP
MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1579Ace MemoryMCP
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identity.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1580ZettelForgeMCP
Agentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1581Obsidian Regulatory MCPMCP
Verified, tier-0 regulatory data for AI across 850+ official sources and 50+ jurisdictions.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1582NervaPackMCP
Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1583DocPullMCP
Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1584emap — Euskadi hyperlocal mobilityMCP
Basque Country hyperlocal mobility: ES/EU semantic search, routing, open-data POIs, peak-bagging.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1585jira-mcpMCP
Jira & Confluence MCP: 24 tools for issues, sprints, comments, transitions & wiki. Run via npx.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1586qingkuai-mcp-serverMCP
MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and formatting tools.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1587mcp-bookmarkMCP
MCP Server for adding bookmarks in openai RAG
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1588VenuVidya — Carnatic Flute Study GuideMCP
Kannada/English Carnatic flute KSGMS syllabus — search lessons, log practice, ask a RAG guru.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1589pensieveMCP
Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1590continuumMCP
Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1591pilMCP
PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1592Notion_connectMCP
Notion MCP Pack
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1593ConfluenceMCP
Confluence MCP — wraps the Confluence Cloud REST API v2 (OAuth)
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1594MCP DB ConnectMCP
MCP server for Oracle, MSSQL, PostgreSQL, MySQL, SQLite, MongoDB, and Qdrant vector search access.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1595PayU DocsMCP
Search PayU docs, browse the payment integration catalog, and fetch production-ready code.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1596xkcd Comic SuggesterMCP
Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1597mcp-knowledge-gapsMCP
Find what your knowledge base mentions but doesn't actually explain.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1598hebbian-vaultMCP
Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1599enquire-mcpMCP
Long-term memory for AI agents — your Obsidian vault as searchable persistent memory.
0.51 / 10Answer questions from internal documentsREMOTELOCALDECLARED6d ago
1600vault-health-mcpMCP
Obsidian vault structural health: broken links, orphans, missing frontmatter, safe auto-repair.
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.