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
| # | Tool | Coverage score | Tasks covered | Best at | Access | Trust | Seen |
|---|---|---|---|---|---|---|---|
| 1651 | 0Latency MemoryMCP Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowledge graphs. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1652 | codeseekerMCP Graph-powered code intelligence with semantic search and knowledge graph for AI assistants | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1653 | Sui Knowledge Base (kapa.ai)MCP Semantic search across Sui documentation and knowledge sources, powered by kapa.ai | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1654 | md-visionMCP Read markdown with inlined images and index headings for agentic RAG workflows. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1655 | rag-mcpMCP Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1656 | SEC IntelligenceMCP SEC 10-K/10-Q/8-K search, RAG Q&A, comparison, and anomaly detection with citations. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1657 | router-mcpMCP Run the Intelliverse platform from any agent: apps, API keys, knowledge bases, email, media, chat. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1658 | mcp-knowledge-ragMCP Permission-aware RAG for agents — ingest docs, hybrid search, cited answers (hosted API). | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1659 | RootrMCP Connect your team's living knowledge base — docs, data, issues, CRM — to Claude and ChatGPT. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1660 | mcp-qdrantMCP Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1661 | mcp-notionMCP Notion for AI agents — search, read pages/blocks, query databases, create pages. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1662 | wso2-docs-mcp-serverMCP Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1663 | hivemindMCP MCP server for Obsidian vaults - AI tools with consistent canonical context. Local-first. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1664 | InnoDayMCP Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issues. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1665 | smart-connectionsMCP MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1666 | FlutterSDK DocsMCP Search Wind UI, Magic, Dusk, Telescope and Artisan documentation. Hosted, public, no auth. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1667 | ForgeMesh Library MCPMCP A paid public-domain knowledge base for AI agents: full-text search, book metadata, chapters. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1668 | ragMCP MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1669 | Open EconomicsMCP Discover, resolve, and query official Brazilian economic data with semantic search and provenance. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1670 | sw-dev-knowledge-base-mcpMCP Read-only offline MCP server over a curated Shopware developer knowledge base | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1671 | Astra DBMCP Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1672 | obsidian-sync-mcpMCP Give AI agents access to your Obsidian vault via local files or Self-hosted LiveSync. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1673 | evc-team-relay-mcpMCP MCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1674 | memexMCP Local-first second brain with semantic search. Markdown notes indexed by a local ML model. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1675 | failmodesMCP MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1676 | Memory FabricMCP File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1677 | chakudya-mcp-serverMCP MCP tools for Malawian food search, clinical nutrition calculators, and RAG-backed guidance. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1678 | america-law-graphMCP Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citation graph, MCP. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1679 | uploadkitMCP UploadKit MCP — 40+ upload components, route scaffolds, BYOS setup, full docs search. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1680 | MantisBT MCP ServerMCP MantisBT MCP server – manage issues, notes, files, tags, and relationships. With semantic search. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1681 | kbdbMCP A searchable second brain for AI agents: ranked keyword and semantic search over your Markdown. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1682 | FlexOrchMCP Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1683 | obsidian-mcp-secureMCP Secure MCP server for Obsidian with OWASP Top 10 controls and full audit logging. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1684 | nexsusMCP Private persistent memory for Claude, ChatGPT & Gemini via MCP - semantic search, zero-code setup. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1685 | Obsidian CLI MCPMCP Local MCP server for Obsidian Desktop via the official Obsidian CLI. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1686 | clean-markdownMCP Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1687 | gateway-pulseMCP Probe Hermes/OpenClaw/Paperclip/Obsidian | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1688 | mcp-local-ragMCP Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1689 | obsidian-mcp-serverMCP Read, write, search, and surgically edit Obsidian notes, tags, and frontmatter via MCP. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1690 | Bookmark LensMCP Local-first bookmark management with semantic search and AI-powered organization | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1691 | Context LensMCP Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1692 | rag-ratMCP Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1693 | CometChat DocsMCP CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1694 | Apple NotesMCP Semantic search + connection-discovery across your own Apple Notes (bridges, synthesis). | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1695 | CivisMCP Structured knowledge base for AI agent solutions. Search, explore, and retrieve build logs. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1696 | Tresslers Intelligence MCP ServerMCP Sovereign intelligence dossiers, daily briefings, RAG search, knowledge graph, codon optimizer. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1697 | MarginsMCP Use your Claude Pro/Max subscription on your Obsidian vault. Reads markdown, proposes writes. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1698 | calibre-mcpMCP Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1699 | Calypso Multimodal RAG MCPMCP Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge. | 0.5 | 1 / 10 | Answer questions from internal documents | REMOTELOCAL | DECLARED | 6d ago |
| 1700 | 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 |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.