Access Web3 and crypto intelligence via Heurist Mesh MCP. An agent skill from sundial-org/awesome-openclaw-skills.

No licenceAuto-check passedBusiness, Finance & HR

Install Heurist Mesh

skills CLI
$ npx skills add sundial-org/awesome-openclaw-skills --skill heurist-mesh -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install sundial-org/awesome-openclaw-skills heurist-mesh --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/sundial-org/awesome-openclaw-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/heurist-mesh .claude/skills/heurist-mesh && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
heurist-mesh
GitHub stars
663
Token cost
~1.8k tokens
SKILL.md length
599 words
Files
1
Skills in repo
383
Repo updated
First seen
Licence
None found

At a glance

Access Web3 and crypto intelligence via Heurist Mesh MCP. An agent skill from sundial-org/awesome-openclaw-skills.

  • Works in 4 steps: Get API Key → Configure mcporter → Create a Job → …
  • The user asks about cryptocurrency analytics
  • SKILL.md covers One-time Setup, Available Tools, Usage Examples and Advanced: Custom MCP Server, plus 2 more sections
  • Calls curl; reaches ask-backend.heurist.xyz and ask.heurist.ai; needs HEURIST_API_KEY

What it does

Heurist Mesh is an agent skill from sundial-org/awesome-openclaw-skills. Access Web3 and crypto intelligence via Heurist Mesh MCP. Use when the user asks about cryptocurrency analytics, token information, trending tokens, wallet analysis, Twitter/X crypto intelligence, funding rates, market summaries, or any Web3-related queries. Heurist Mesh provides 30+ specialized AI agents for crypto use cases through the mcporter CLI.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR, covering Crypto and DeFi analysis. It works with X (Twitter) and Model Context Protocol. The repository describes itself as: Top OpenClaw skills, with the most popular and useful ones.

When your agent uses it

  • The user asks about cryptocurrency analytics
  • Token information
  • Trending tokens
  • Wallet analysis

Example prompts

  • “/heurist-mesh”

Requirements

  • A credential in HEURIST_API_KEY

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Get API Key
  2. Configure mcporter
  3. Create a Job
  4. Poll Job Status

What it can do on your machine

Read from SKILL.md and the folder at commit b80cde2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • curl

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • ask-backend.heurist.xyz
    • ask.heurist.ai
    • mesh.heurist.xyz

    Also links to:

    • t.me
    • heurist.ai
    • mesh.heurist.ai
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • HEURIST_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Heurist Mesh loads about 1.8k tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 599 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~92
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 599 words (~1,824 tokens).

“Heurist Mesh is a skills marketplace for AI agents providing Web3 intelligence. It offers 30+ specialized crypto analytics agents accessible via MCP, optimized for AI with fewer tool calls and less token usage.”

— opening of SKILL.md by sundial-org
name
heurist-mesh
homepage
https://mesh.heurist.ai

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/heurist-mesh of sundial-org/awesome-openclaw-skills.

Open the folder on GitHubat commit b80cde2

Compare with similar skills

Heurist Mesh next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Heurist Mesh compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Heurist Mesh this skillsundial-org/awesome-openclaw-skills663—~1.8kAutomated safety check: PassNone
Stock Analysis24mlight/StockClaw1012 repos~2kAutomated safety check: NotesMIT
Okx Cex Marketdex-original/okx-agent-trade-kit1101 repos~2.7kAutomated safety check: PassMIT
ApocdataApocData/ApocData-skill104—~1.9kAutomated safety check: PassApache-2.0
Okx Cex Smartmoneydex-original/okx-agent-trade-kit1101 repos~1.4kAutomated safety check: PassMIT
Okx Sentiment Trackerdex-original/okx-agent-trade-kit1101 repos~3.8kAutomated safety check: PassMIT

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Questions about Heurist Mesh

What does Heurist Mesh do?

Access Web3 and crypto intelligence via Heurist Mesh MCP. An agent skill from sundial-org/awesome-openclaw-skills. Heurist Mesh is an agent skill from sundial-org/awesome-openclaw-skills. Access Web3 and crypto intelligence via Heurist Mesh MCP.

When should I use Heurist Mesh?

Heurist Mesh fits situations like: the user asks about cryptocurrency analytics; token information; trending tokens; wallet analysis.

How do I install Heurist Mesh in Claude Code?

Run `npx skills add sundial-org/awesome-openclaw-skills --skill heurist-mesh -a claude-code`. Or copy the skill folder (skills/heurist-mesh in sundial-org/awesome-openclaw-skills) into .claude/skills/heurist-mesh in your project. Claude Code loads it when a task matches its description.

How do I install Heurist Mesh in Codex?

Run `npx skills add sundial-org/awesome-openclaw-skills --skill heurist-mesh -a codex`. Or copy the skill folder (skills/heurist-mesh in sundial-org/awesome-openclaw-skills) into .agents/skills/heurist-mesh in your project. Codex loads it when a task matches its description.

Can I use Heurist Mesh in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sundial-org/awesome-openclaw-skills --skill heurist-mesh -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/heurist-mesh, .gemini/skills/heurist-mesh, .github/skills/heurist-mesh and .opencode/skills/heurist-mesh in your project.

What does Heurist Mesh need to run?

Going by SKILL.md and its folder, Heurist Mesh needs the command-line tools its instructions call (curl) and credentials named HEURIST_API_KEY. Our summary lists: A credential in HEURIST_API_KEY.

Does Heurist Mesh access the network?

SKILL.md names 7 domains. In commands or code: ask-backend.heurist.xyz, ask.heurist.ai and mesh.heurist.xyz; the agent is likely to contact these when it follows the instructions. As links in the text: t.me, heurist.ai, mesh.heurist.ai and github.com. This is read from the text; nothing was executed.

Is Heurist Mesh safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Heurist Mesh use?

No licence was found for Heurist Mesh or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Heurist Mesh use?

About 1.8k tokens (SKILL.md is roughly 7.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Heurist Mesh?

Skills that share tags, products or a category with Heurist Mesh: Stock Analysis (24mlight/StockClaw, 101 stars), Okx Cex Market (dex-original/okx-agent-trade-kit, 110 stars), Apocdata (ApocData/ApocData-skill, 104 stars) and Okx Cex Smartmoney (dex-original/okx-agent-trade-kit, 110 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Heurist Mesh?

sundial-org (a GitHub organization) maintains it in sundial-org/awesome-openclaw-skills, which has 663 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on March 7, 2026.

Source: sundial-org/awesome-openclaw-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.