Ranking · Research
Best AI agents & tools for Research
2,037 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 |
|---|---|---|---|---|---|---|---|
| 1101 | inbox-to-actionMCP Agentic Gmail triage: classify, summarize, extract tasks, draft replies. Never sends. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1102 | apple-fm-mcpMCP Apple Foundation Models on-device. Generate, summarize, classify via Apple Intelligence. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1103 | runtime-support-mcpMCP Summarize runtime declarations across local manifests and CI files without returning versions,... | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1104 | release-notes-forge-mcpMCP Summarize local Git release shape without returning commit messages, paths, hashes, or remotes. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1105 | license-boundary-mcpMCP Summarize local license evidence and uncertainty without returning package names, license text,... | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1106 | incident-timeline-mcpMCP Summarize local log timeline gaps and severity counts without returning messages, IDs, paths, or... | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1107 | build-cache-mcpMCP Summarize local build and cache footprint using size and age buckets without returning paths or... | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1108 | dependency-drift-mcpMCP Summarize local dependency manifest and lockfile drift without returning package names,... | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1109 | MeetStreamMCP Meeting bots for Zoom, Google Meet and Teams: record, transcribe, summarize, run voice agents. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1110 | azure-updatesMCP MCP server for Azure Updates RSS feed - search, filter, and summarize Azure service updates | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1111 | Findable MCP ServerMCP Find and summarize building documents, projects, tasks, SharePoint sync state, and red flag data. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1112 | Bilibili MCP ServerMCP Bilibili MCP tool for video metadata, transcripts, subtitles, and comment summarization | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1113 | Release Change AnalyzerMCP Summarize repository changes for a release | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1114 | vibe-codingMCP Auto-document vibe coding sessions - collect, summarize, and publish | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1115 | web-fetch-mcpMCP MCP server for web content fetching, summarizing, comparing, and extracting information | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1116 | YouTube Video Summarizer (pay-per-call)MCP Summarize YouTube videos or fetch transcripts. Pay-per-call via x402 (USDC on Base), no account. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1117 | DocDigestMCP Corporate email and chat thread summarization parser. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1118 | summarizer-ai-mcpMCP MCP server for summarizer ai. Features summarize text, extract key points, generate abstract. From | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1119 | meeting-summarizer-ai-mcpMCP Meeting Summarizer Ai MCP Server by MEOK AI Labs | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1120 | AI Text Summarizer APIMCP Summarize text or URLs into key points with compression ratio and reading time. x402 USDC. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1121 | upnote-lens-mcpMCP Read, search, and summarize your UpNote notes — and create new ones. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1122 | mcpMCP Explore your Userbrain user test data, summarize feedback, and uncover actionable insights faster. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1123 | RoleoraMCP Log, search and summarise your work history in Roleora, the career record for professionals. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1124 | RevOrbit CRMMCP Search, summarize, and update your RevOrbit CRM (leads, deals, contacts, tasks) in plain language. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1125 | MentionedOn Discovery Evidence ToolsMCP Assess AI-discovery readiness, plan visibility fixes, and summarize scan evidence. Read-only. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1126 | LyssnaMCP Query and summarize research data across tests and surveys | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1127 | Kuro AI Agent MCP ServerMCP AI agent tools: translation (95+ langs), crypto research, compliance, summarization. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1128 | apiMCP AI document intelligence: extract, summarize, claim-check, notarize, and signed action receipts. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1129 | toolsMCP Pay-per-call AI tools over x402: web research, summarization, structured extraction (USDC, Base). | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1130 | ShortyMCP Summarize and transcribe videos, audio, documents and web pages; subtitles; search your library. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1131 | ParrotNotesMCP Search, summarize and save insights on your ParrotNotes in-person meeting notes. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1132 | LucidMCP Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1133 | UtteraMCP Audio for your agent: transcribe, speak, translate, summarise, plus sound effects and music. | 1.7 | 4 / 10 | Monitor news on a topic · Summarize academic papers · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1134 | Searcherries — MCP for GEOMCP Connect AI agents to your AI visibility and SEO data: competitors, citations, GSC, GA4, Bing. | 1.5 | 4 / 10 | Analyze patents · Do market research · Research competitors | REMOTELOCAL | DECLARED | 3d ago |
| 1135 | EzBiz Business IntelligenceMCP AI business intelligence: competitor analysis, web scoring, reviews, market research | 1.5 | 4 / 10 | Analyze patents · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1136 | DataSinkingMCP Full-text Asian financial reports (China, Korea, Japan, Taiwan) as clean Markdown for RAG agents. | 1.5 | 4 / 10 | Answer questions from internal documents · Build a literature review · Do market research | REMOTELOCAL | DECLARED | 6d ago |
| 1137 | mcpMCP Agentic AI for business intelligence: discover, verify and enrich company and contact data. | 1.2 | 3 / 10 | Analyze patents · Do market research · Research a company | REMOTELOCAL | DECLARED | 6d ago |
| 1138 | MedusaMCP Medusa v2 store: orders, customers, products, inventory, sales reports and safe write actions. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 7h ago |
| 1139 | app-store-connect-mcpMCP App Store Connect MCP: apps, TestFlight, reviews, sales reports, and team users. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 1d ago |
| 1140 | Median booksMCP Read-only access to a Median customer's ledger, financial reports and transactions. OAuth sign-in. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 3d ago |
| 1141 | XeroMCP MCP server for Xero accounting — contacts, invoices, payments, accounts, and financial reports. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1142 | SQLBot MCP ProxyMCP MCP server proxy for SQLBot Text-to-SQL queries and report generation. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1143 | Blitz WingsMCP AI presentation and report generation: slides, diagrams, PPTX export, live preview MCP App. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1144 | mcp-real-estate-serverMCP Dutch real estate data with KRK Makelaars report generation. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1145 | XeroMCP Xero MCP server for invoices, contacts, payments, quotes, and financial reports. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1146 | TokenKnowsMCP Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1147 | mcp-serverMCP Read-only MCP connector for Adlane workspaces, Google and Meta ad accounts and campaign reports. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1148 | Wokelo MCP ServerMCP Company and market intelligence, news, enrichment, and agentic workflows for dealmakers. | 1.0 | 3 / 10 | Research a company · Research competitors · Track regulatory changes | REMOTELOCAL | DECLARED | 6d ago |
| 1149 | XeroMCP MCP server for Xero accounting — contacts, invoices, payments, accounts, and financial reports. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
| 1150 | eqvitta-mcpMCP Eqvitta MCP: GST billing, ledgers, invoices, stock and financial reports for Claude. | 1.0 | 3 / 10 | Build a literature review · Do market research · Research competitors | REMOTELOCAL | DECLARED | 6d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.