Browse agents

Read-only-by-default Mac control: files, processes, screenshots and clipboard, with opt-in allowlisted shell commands, AppleScript and GUI input.

Fork, break and revert VirtualBox VMs with linked clones and RAM snapshots, and drive GUI-only guests via screenshots and input without SSH or a guest agent.

Accessibility-first computer use on macOS, Windows and Linux: element IDs instead of pixels, background input, a pointer overlay and its own Chrome tab group.

Run Apple Shortcuts on an iPhone, iPad or Mac (even locked), send lock-screen notifications and receive device events over an end-to-end encrypted relay.

Read-only Apple Podcasts analytics for shows you own via Podcasts Connect Reporter: plays, unique and engaged listeners, followers and per-episode listening.

Read-only podcast analytics from OP3 (Open Podcast Prefix Project): downloads over time, listener geography, app share and per-episode breakdowns.

Search the Podcast Index: podcasts, episodes, guest appearances by person, trending shows and feed health.

Browse an Audiobookshelf library, query listening history and stats, and sync progress, bookmarks, collections and playlists, with optional read-only mode.

Software estimation: PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time and cost mapping, and schedule-risk analysis.

Stateless Redmine integration with per-request credentials: list, create and update issues, full-text search across issues and comments, and edit journals.

Search, read, create and update Redmine issues, projects and time entries, including journals, attachments, comments and time tracking.

Polarion ALM: documents as Markdown, Lucene or SQL search, traceability link traversal, and work item and comment management with dry-run writes.

Combine Help Scout tickets and ProductLift feature requests into prioritized product plans, scoring themes by cross-source convergence and scrubbing PII.

Framedeck Kanban content production for YouTube, Instagram, TikTok and podcast creators: productions, stages, cards, checklists, comments and labels.

Full Procore REST API access for construction project management via discovery and execution tools: projects, RFIs, submittals, daily logs, budgets and more.

Jira-like SQLite project tracker: projects, epics, tasks and subtasks, dependencies with auto-blocking, threaded comments, templates and activity logs.

Trello integration: boards, cards, lists, labels, checklists, attachments (including images), members, custom fields and search, with a read-only mode.

Taiga project management: issues, user stories, tasks, epics, sprints, comments, attachments and wiki via a compact set of tools.

Review a plan for what's missing: unstated assumptions, omitted technical risks and execution blind spots, as a structured pre-mortem.

Product management: link customer feedback to features, releases and objectives, with roadmap-drift detection and funnel, retention, NPS and NRR analytics.

Turn Loupe visual feedback into a backlog: list pinned comments, read each with its element's HTML, computed styles and screenshot, and update its status.

Operate the Kelvia task manager: boards, tasks, sprints, member roles, worklogs and a time-blocking day planner.

Backlog, docs, history and memory as Markdown in the repository, versioned with the code, with card claims so parallel agents don't edit the same card.

Redmine: issues, projects, wiki, attachments with text extraction, time entries, and release and blocker analytics; read-only by default, optional writes.

Zuuna developer project management: read and update boards, cards and comments, with cards moved automatically by git activity when PRs merge.

fenbs project board where people and AI assistants are members with roles: tasks, decisions with sign-off, testing notes and project rules, every change signed. Remote server at https://fenbs.ai/api/mcp or `npx -y fenbs-mcp`.

Redfin for-sale, for-rent and sold listings with full filters, plus complete property pages, as JSON.

Zillow for-sale, for-rent and sold listings with filters, and full property details (price and tax history, schools, agent), as JSON.

Propstack real estate CRM: search contacts, manage properties, track deals and schedule viewings.

California property tax appeals: check Proposition 8 decline-in-value eligibility from comparable sales and prepare the county's review form.

UK planning application data via PlanWire: search by council, postcode, keyword, status, type or date, find applications near a location and fetch details.

US real estate debt: commercial loan maturities, HUD contract expiries and LIHTC compliance endings, plus Massachusetts and New York parcels and sales.

Commercial disruption data via the Forgemesh API: WARN layoff notices, company context, geospatial territory disruption and x402 payment challenge checks.

Cook County and Chicago property records by address or PIN: parcels, sales, building permits, tax assessments and comparables, paid per call via x402.

Multifamily real estate deal analysis for 2 to 200 unit properties: cap rate, DSCR, cash-on-cash, IRR, deal score, maximum offer price and market data.

AI real estate photo and video editing via the Pedra API: virtual staging, renovation, room emptying, enhancement, sky replacement and property videos.

Read-only SF Peninsula building permit and parcel buildability data: permit search, SB 9 lot-split eligibility, ADU feasibility and redevelopment leads.

Guest check-in and SES.HOSPEDAJES police registration for Spanish short-term rentals: bookings, guest-form completion, SES filing status and check-in links.

Italian cadastral, geospatial and real estate data: address geocoding, parcel profiles (risk, solar potential, valuations, POIs) and parcel lookup.

Google Trends data as JSON: interest over time and by region, plus rising and top related queries and topics for any keyword.

Google Scholar search as JSON with author and year filters, cited-by and all-versions lookups, and formatted citations with BibTeX export.

Register LLMs and agents and submit Markdown research papers to the BenchClaw leaderboard, where a panel of judges scores them with deception detectors.

Checks every reference of a LaTeX paper against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex records: whether each cited work exists, matches its metadata and was not retracted, with no LLM in the verdict.

Hlido trust scores, claim audits and comparisons for reviewed AI agents: tier verdicts, per-claim pass/fail audits and signed evidence.

Startup and product opportunities mined from Reddit, Hacker News, Product Hunt and Stack Exchange: pain points, trending themes and commercial scores.

Self-hosted perception server: local bilingual ASR, vision, cross-lingual search, credentialed login-walled sources and a persistent relation graph.

Evidence-backed web research: real-time search with cited claims, confidence scores and a mode comparing raw LLM answers with evidence-backed ones.

Cluefinch MCP provides Deep Research infrastructure for AI agents: web search, incremental page reading, source-link navigation, and multi-source evidence collection while the agent remains in control of planning and reasoning.

Read-only search of declassified U.S. federal UAP/UFO records, with hotspots, timelines, a live map dataset and direct source links.

Search, cite and compare the Pāli Canon (Tipiṭaka): hybrid search, full suttas with cross-references, aligned translations and Pāli dictionary lookup.

Read and write a local Zotero library via its local API, offline: collections, items, attachments, full text, BibTeX and CSL export, tags and saved searches.

Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) from Source Library with DOI-backed citations.

Ask paid human workers questions via GetABrain and get schema-validated JSON answers: yes/no, ratings, rankings, A/B tests, sentiment, media review and capture.

Create, validate, run, inspect and verify AgentFEM finite-element simulations.

Read and write a Zotero library: items, collections, tags, attachments, notes and bibliography export, with multi-tenant sign-in using your own Zotero API key.

French election results since 1999 at polling-station level, with INSEE data, elected officials and boundaries: maps, vote-reserve analysis and read-only SQL.

Hourly LLM-ranked news briefings (AI, markets, sports, world) as structured JSON and e-ink pages, plus provenance data for every candidate story.

US immigration guidance: live Visa Bulletin, priority date checks and explanations of immigration terms.

Scientific visualization for CFD, FEA and SPH: render, slice, contour, volume-render and animate OpenFOAM, VTK and CGNS data headlessly.

Federated academic search across OpenAlex, Semantic Scholar, arXiv, PubMed and more, with citation graphs, full-text reading, PDFs and a local paper library.

Query classical Chinese texts from pre-Qin to Wei-Jin (Shiji, Zuozhuan, Analects and more) by event, person, place or virtue, with cited passages.

Send research papers to Kindle or Kobo: search arXiv and OpenAlex, find related work, queue papers in Zotero and deliver PDFs via email or Dropbox.

Resolve scholarly identifiers (DOI, PMID, ISBN, arXiv and more) to CSL JSON, format citations in thousands of styles, or export to BibTeX, RIS or EndNote.

Search and fetch research datasets across Zenodo, DataCite, NCBI and PubMed/OpenAIRE, with DOI deduplication, paper-to-data linking and verified downloads.

Evidence-grounded web research: verify claims on pages with citations, confidence bands and policy reports, and synthesize multi-page sessions.

Freedom-of-information requests in Germany via FragDenStaat: find the responsible authority, check the law and deadline, track requests and draft new ones.

Zotero integration with preview-first, journaled writes: reads via the local Zotero desktop API without a key, writes via the Web API.

Zotero integration: hybrid search, PDF passages with page locators, CSL bibliographies, add by DOI, group libraries and writes including PDF annotations.

Query Original Voices digital twins, each representing a real person, to understand what users think and why.

Natural-language patent and scientific literature search via Patsnap: semantic and BM25 search, structured filters and record retrieval.

Patent search and prior art discovery using the Google Patents public dataset on BigQuery: patent details with CPC codes and citations, and claims text.

Deep research via the OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.

Search a database of startup gaps by industry, role or keyword, each with the pain point, solution direction and a blueprint link. Works offline.

Self-hosted YouTube research: video and channel search, transcripts, comments, playlists, timestamped frames and private local semantic corpora.

Patent prior art search and startup IP analysis: clone risk scores, defensibility maps, patentable features and competitor patent landscapes.

Gramps Web genealogy: search and edit family tree records, explore ancestors, descendants, relationships and timelines, and read media with privacy-aware previews. Includes a read-only mode and Claude Desktop bundles.

Legislative data from all 50 US states and Congress via the LegiScan API: search bills, get full text, track votes and look up legislators.

UNESCO Institute for Statistics indicators on education, science, culture and communication by country, region and year, with provenance on every response.

Semantic Scholar academic papers: search, paper and author retrieval, citation-graph traversal and recommendations.

Full-text search of the Library of Congress's digitised American newspapers, plus catalogue search by media type and curated collections.

Search the open catalogue of the Bibliothèque nationale de France for authors, their works and the editions held.

Full-text search inside the Internet Archive's scanned books, periodicals and documents, catalogue search, and Wayback Machine captures of a URL by date.

Run AI-led qualitative research interviews and surveys with Agent Interviews: create interviewers, manage projects, recruit participants and analyze results.

Check citations against Crossref for retractions, corrections or expressions of concern before they go into a paper, summary or review.

Research workspace for Zotero, Obsidian and NotebookLM: search arXiv, Semantic Scholar, PubMed and Crossref, ingest into Zotero, sync notes and verify briefs.

Philippine government data: PHIVOLCS earthquakes and volcano alerts, PAGASA weather and typhoons, PhilGEPS procurement, PSA census data and AQICN air quality.

Semantic search over CS and AI papers with citation-graph traversal, full-text extraction, embeddings and BibTeX export.

ITASCA PFC discrete element simulation: browse documentation, execute scripts, capture plots and manage long-running tasks via a bridge to the PFC GUI.

Ask SPARKIT, a scientific research agent, questions and get cited Markdown reports based on literature search and paper reading.

YADE discrete element method (DEM) simulation: search API docs, run code via a REPL or background tasks, monitor progress and review task history.

Science AI Journal tools: paper-tier prediction, AI peer review, research gap finder, journal recommender, duplicate publication checker and article writer.

Chemistry tools from NIST data: molar mass with uncertainties, isotope-distribution mass spectra and name-formula lookup, offline or with online fallback.

Research open-source AI projects: search a live radar, compare and shortlist projects, and plan stacks, keeping facts, recommendations and risks separate.

Local searchable index of PDFs, EPUBs and Word documents for grounded answers with page and section citations.

Add RAG-based AI chat to any website: local vector store, OpenAI, Anthropic or Gemini models, a self-contained chat server and an embeddable widget.

Academic paper knowledge base over local PDFs: MinerU parsing, metadata normalization, Qdrant vector search with reranking and paginated full-text reading.

Access the CustomGPT.ai RAG-as-a-service API.

Access Vectara's RAG-as-a-service platform.

Rule-based decisions: a Rete engine returns verdicts explained via retrieval over your policy documents, with rules drafted from policy text and saved as YAML.

Google Custom Search JSON API: web and image search through a Programmable Search Engine.