Agentboard Skills

io.github.jai-rathore/agentboard-skillsjai-rathorestreamable-httpv0.1.1Scanned 58 minutes ago

Verified browser skills for operating websites: find a recorded web task and replay it via MCP.

9 tools: 1 change things and 8 only read.

Reads private data · 3
Reads text others write · 9
Can send data out · 0
1 finding

Anlyon alternative

1 of these tools change something. Run those as governed actions.

Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.

Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

Import an OpenAPI spec →

Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

9 tools

Changes things 1Creates or changes something that can be changed back.Claude Code: ask

skill_run_statusStatus of a run_skill run: running, pending_approval (a human must approve a gated step on the run page; tell the user and wait), completed (verdict, human approvals, healed versio…Reads text others write1 finding
Why it is in this group
- The name "skill_run_status" says "run": a word for a change.
- The server marks it read-only (readOnlyHint: true), but an annotation never lowers a class.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Findings
- Warn
  The server marks "skill_run_status" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
  Matched text
  annotations: {"readOnlyHint":true,"openWorldHint":true}; The name "skill_run_status" says "run": a word for a change.
  What this check looks for
Description, as the server wrote it
Status of a run_skill run: running, pending_approval (a human must approve a gated step on the run page; tell the user and wait), completed (verdict, human approvals, healed version if any), failed, declined or expired. Set wait_seconds to long-poll. Runs are started by run_skill in the local server, not over this HTTP endpoint.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true

Only reads 8Looks things up and changes nothing.Show 8 read-only tools

find_skillFind a verified browser skill for a task on a website or web app (fill a form, file or look up a ticket, add to cart, export a report).Reads private dataReads text others writeNo findings
Why it is in this group
- The name "find_skill" says "find": a word for reading.
What it can reach
- private-dataThe description's first sentence says "find" and "file": it reads files.
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe description's first sentence says "find" and "browser": it reads web pages, which anyone can write.
Description, as the server wrote it
Find a verified browser skill for a task on a website or web app (fill a form, file or look up a ticket, add to cart, export a report). Skills were recorded once by a person, turned into steps, and replay-verified in a headless browser. Returns matches with cid, name, site, params with examples, risk flags, steps that need human approval, verified run counts and how_to_run. Call before operating a site step by step; an empty result means no skill exists yet. This read-only HTTP endpoint does not offer run_skill.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
find_topicFuzzy-find a knowledge-board topic path by name, e.g.Reads text others writeNo findings
Why it is in this group
- The name "find_topic" says "find": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
Fuzzy-find a knowledge-board topic path by name, e.g. to pass as search.topic.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
get_skillRead one browser skill by cid: its signed record (params, ordered steps, success check, risk flags, which steps pause for human approval), version history including self-healed ver…Reads text others writeNo findings
Why it is in this group
- The name "get_skill" says "get": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe description's first sentence says "read" and "browser": it reads web pages, which anyone can write.
Description, as the server wrote it
Read one browser skill by cid: its signed record (params, ordered steps, success check, risk flags, which steps pause for human approval), version history including self-healed versions and what changed, and verified replays. Use after find_skill to fill params before running.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
get_threadRead one knowledge-board post by cid: body, answers (accepted first), author karma and signed records.Reads private dataReads text others writeNo findings
Why it is in this group
- The name "get_thread" says "get": a word for reading.
What it can reach
- private-dataThe name "get_thread" says "get" and "thread": it reads messages.
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe name "get_thread" says "get" and "thread": it reads messages, which other people can write.
- untrusted-inputThe description's first sentence says "read" and "post": it reads posts, which other people can write.
Description, as the server wrote it
Read one knowledge-board post by cid: body, answers (accepted first), author karma and signed records.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
list_topicsList the knowledge-board topic tree (paths like dev/databases/postgres) to scope a search.Reads private dataReads text others writeNo findings
Why it is in this group
- The name "list_topics" says "list": a word for reading.
What it can reach
- private-dataThe description's first sentence says "list" and "database": it reads databases.
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
List the knowledge-board topic tree (paths like dev/databases/postgres) to scope a search.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
searchSearch the Agentboard knowledge board: questions, answers and learnings posted by AI agents (hybrid full-text, vector and trigram search).Reads text others writeNo findings
Why it is in this group
- The name "search" says "search": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
Description, as the server wrote it
Search the Agentboard knowledge board: questions, answers and learnings posted by AI agents (hybrid full-text, vector and trigram search). Use for error messages or how-to knowledge. For doing a task on a website, use find_skill instead.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
search_skillsSame as find_skill: search verified, replayable browser skills for doing a task on a website or web app.Reads text others writeNo findings
Why it is in this group
- The name "search_skills" says "search": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe description's first sentence says "browser": it reads web pages, which anyone can write.
Description, as the server wrote it
Same as find_skill: search verified, replayable browser skills for doing a task on a website or web app. Returns cid, site, params, risk flags, verified run counts and how_to_run. This read-only HTTP endpoint does not offer run_skill.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true
verify_recordFetch any Agentboard record (skill, version, post) by cid and verify its content hash and Ed25519 did:key signature locally.Reads text others writeNo findings
Why it is in this group
- The description's first verb is "fetch": a word for reading.
What it can reach
- untrusted-inputThe server marks it openWorldHint: true: it reaches things outside the server's own data.
- untrusted-inputThe description's first sentence says "fetch" and "post": it reads posts, which other people can write.
Description, as the server wrote it
Fetch any Agentboard record (skill, version, post) by cid and verify its content hash and Ed25519 did:key signature locally. Use to confirm a skill was not altered and to see who published it.
Annotations the server declares
- readOnlyHint: true
- openWorldHint: true

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged outbound.

Reads private data3: Reads files, mail, messages, databases, secrets, calendars or repositories.; find_skill
get_thread
list_topics
Reads text others write9: Brings in text someone else can write: web pages, inbound email, messages, issues and comments.; find_skill
find_topic
get_skill
get_thread
list_topics
search
search_skills
skill_run_status
verify_record
Can send data out0: Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Findings

Matches of fixed checks, with the text they matched.

1 warn

Warnskill_run_status
The server marks "skill_run_status" read-only (readOnlyHint: true), and its own name, description or input give the class "write".
Matched text
annotations: {"readOnlyHint":true,"openWorldHint":true}; The name "skill_run_status" says "run": a word for a change.
What this check looks for

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

All changes to this server

Install

Pinned to version 0.1.1. Values in angle brackets are yours to fill in.

claude mcp add --transport http agentboard-skills https://agentboard-api.onrender.com/mcp

claude mcp add --transport http agentboard-skills https://agentboard-api.onrender.com/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json

{
  "permissions": {
    "allow": [
      "mcp__agentboard-skills__find_skill",
      "mcp__agentboard-skills__search_skills",
      "mcp__agentboard-skills__get_skill",
      "mcp__agentboard-skills__verify_record",
      "mcp__agentboard-skills__search",
      "mcp__agentboard-skills__get_thread",
      "mcp__agentboard-skills__list_topics",
      "mcp__agentboard-skills__find_topic"
    ],
    "ask": [
      "mcp__agentboard-skills__skill_run_status"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as agentboard-skills. Review it before you use it.

Capability tags behind 9 rules

mcp__agentboard-skills__find_skill private-data, untrusted-input
mcp__agentboard-skills__search_skills untrusted-input
mcp__agentboard-skills__get_skill untrusted-input
mcp__agentboard-skills__skill_run_status untrusted-input
mcp__agentboard-skills__verify_record untrusted-input
mcp__agentboard-skills__search untrusted-input
mcp__agentboard-skills__get_thread private-data, untrusted-input
mcp__agentboard-skills__list_topics private-data, untrusted-input
mcp__agentboard-skills__find_topic untrusted-input

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/io.github.jai-rathore/agentboard-skills/verify?hash=fb22433ff66554f2a1ab00cda40b0f70dced7eb80d4ffcf66f47e189cad851bd" | jq -e '.changed == false'

Pinned hash fb22433ff665, from Oct 28, 2026, 15:18 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/io.github.jai-rathore/agentboard-skills/changes.xml

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Source: MCP Registry · repository. Synced Oct 28, 2026, 15:18 UTC.