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Changelog

Every user-facing change to Agent Mart, newest first. Follow along with the Atom feed.

AllDataTrustSearchSiteAPICLI

  1. · Site, Data

    Browse by use case and industry

    Listings are now tagged with what they are used for, which industries they serve and which roles they help, so you can browse by need instead of by tool type. Use-case pages cover 63 jobs, from browser automation to agent memory, and industry pages cover sectors such as financial services, healthcare and legal. Each page lists the top-ranked tools for that need across connectors, skills and other types, and some include an example stack. Pages with too few listings stay out of search engines until they fill up.

  2. · Site, Data

    Feeds, a changelog, New this week, and a newsletter you confirm

    You can now follow Agent Mart in a feed reader: an Atom feed of the newest listings at /feed.xml, one per listing type (for example /connectors/feed.xml), a security feed and a feed for this changelog. New this week lists every tool that joined the catalog in a given week, with type filters and a week picker. The weekly diff newsletter now uses double opt-in: you confirm your address before anything is sent, and every email has a one-click unsubscribe and a preferences page. The first issues are being prepared.

  3. · Data, Trust

    See a server's tools before you install it

    Connector pages now have a Tools section listing the tools an MCP server offers, with each tool's description. For hosted servers we ask the server for its tool list; for local servers we read it from the source code. Tools the server marks as read-only, or as able to change or delete data, are labelled. Invisible or direction-changing characters in descriptions are shown as visible codes, so nothing in a tool description is hidden from you. We also check tool descriptions for hidden instructions aimed at your agent.

  4. · Data

    Models with prices, context windows and a comparison table

    The new Models section brings in about 700 models from OpenRouter and Hugging Face. Each model page shows input and output prices per million tokens for every variant, how prices have changed, context window, license and whether weights are open. The comparison table can be sorted by price or context window, with the date each price was read and a link to its source. Filters cover provider, open weights, tool use, reasoning, image input, context size, price and free variants. Prices update daily.

  5. · Data

    Infrastructure, templates and reference pages

    The catalog now covers twelve kinds of building blocks. Infrastructure, Observability and Identity list the services agents run on, with facts linked to each vendor's own pages. Templates gathers AGENTS.md and CLAUDE.md files, subagent definitions, Cursor rules and starter repositories, showing file text only when the license allows it. Reference covers protocols, specs and benchmarks such as MCP and A2A, each with links to the listings that use it.

  6. · Trust, Data

    Daily availability checks for hosted servers

    We now check every hosted MCP server once a day with a plain connection handshake, without credentials. Listing pages show an Availability panel with a 30-day strip, uptime and response time, and cards show a Down chip when a server failed its latest check. Servers that ask for sign-in count as alive. A server that stays unreachable for 7 days drops into low quality, and one that stays down for 30 days is hidden; it comes back automatically when it answers again.

  7. · Data, Search

    Stars, downloads and new ways to sort

    Listings now show adoption numbers we read from the source: GitHub stars, plus downloads from npm, PyPI, Docker Hub, crates.io and NuGet where a package exists. Licenses are filled in from GitHub and the package registries when the listing itself did not say. You can sort any list by Most stars, Most downloads or Recently updated, next to Best match, Newest and A to Z. The numbers refresh every night.

  8. · Data

    Skills at scale, with install steps for each host

    Skills are now a full part of the catalog. We find SKILL.md files across public GitHub repositories and community lists, drop copies of the same skill, check each one against the skill spec and sort them into categories. Every skill page has install steps for Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot and other hosts that load skills. New filters narrow results to spec-valid skills, skills that ship scripts, skills that use the network, or open-source ones. New skills are picked up every night.

  9. · Data, Trust

    Spam, test entries and duplicates leave the default results

    Every listing now gets a quality tier. Test entries, spam and near-empty listings drop out of search, browse pages and the home page by default; choose "Include low-quality results" if you want to see everything. Duplicates point to the main listing for the same project instead of competing with it, and hidden pages explain why they are hidden with a link to ask for a correction. Servers published by the company behind the product carry an Official badge, and the new "Official only" filter shows just those.

  10. · Data

    Plugins from Claude Code, Codex, Gemini CLI and Open VSX

    The new Plugins section lists plugins and extensions for Claude Code, Codex, Gemini CLI and the Open VSX marketplace. Each plugin page shows what is inside it: commands, agents, skills, MCP servers and hooks, with links to the bundled listings we already track. Plugins that include hooks get a clear note, because hooks run code automatically when your agent does something. Filters find plugins that bring MCP servers, skills or hooks. Open VSX is refreshed weekly, the rest nightly.

  11. · Data

    The catalog now refreshes every night

    Listings no longer sit still between manual imports. A nightly job now pulls the latest servers from the official MCP Registry, merges them with what we already have and re-scores every listing, so new servers usually appear within a day and changed descriptions, versions and install details catch up on their own. When something disappears upstream we mark the listing as removed rather than deleting it. Anything we missed can still be sent through Submit.

  12. · Data

    Harnesses, agent builders and open-source agents

    Three new sections cover the rest of the agent stack. Harnesses lists frameworks and SDKs for building agents, Builders lists visual agent and workflow builders such as n8n and Dify, and Agents lists finished agents that do a job end to end. Each page has a fact sheet (languages, hosting, autonomy, protocol support, pricing where published) where every fact links to the page it came from. Filters cover language, autonomy and hosting. The lists started from hand-checked seeds and are refreshed weekly.

  13. · Trust, Data

    Fairer freshness grades and ranking

    Freshness grades now use the latest of three dates: the last commit (or the last commit to the listing's own folder in a larger repository), the last GitHub release and the last package publish. A means updated in the last 30 days, B 90, C 180, D a year, and F older or archived. Ranking changed too: adoption now blends relative and absolute popularity, so a 60k-star project is no longer tied with a 7k-star one, and a repository linked by many unrelated publishers only counts for its real owner. How it works is on the trust page.