Atlas / MCP servers / aaronjmars / Web3 Research

Web3 ResearchSAFE

mcp/aaronjmars/web3-research

Local MCP server for deep crypto token research across CoinGecko, DeFiLlama and web search. Free, no API key.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
13 11r · 2w · 0d
Transport
stdio
License
MIT
Stars
163
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Star us ❤️ →

Deep research for crypto - free & fully local. A local MCP server that researches any token across CoinGecko, CoinMarketCap, DeFiLlama and more - no API key, nothing leaves your machine.

[](https://github.com/aaronjmars/web3-research-mcp/stargazers) [](https://github.com/aaronjmars/web3-research-mcp/network/members) [](https://www.npmjs.com/package/web3-research-mcp) [](../LICENSE)

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🧠 Features

  • **C
Read from source at commit d1c0a54f7673OBSERVED · 2026-10-06
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add web3-research-mcp --env COINGECKO_API_KEY=${COINGECKO_API_KEY} -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "web3-research-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "COINGECKO_API_KEY": "${COINGECKO_API_KEY}"
      }
    }
  }
}
03

Exposed tools (13)

11 read · 2 write · 0 destructive.

ToolRiskDescription
coingecko-dataread
coingecko-searchread
coingecko-tickersread
create-research-planwrite
defillama-dataread
defillama-searchread
fetch-contentread
list-resourcesread
research-sourceread
research-with-keywordsread
searchread
search-sourceread
update-statuswrite
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
declared (3 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (2)

MEDIUMInventory / provenance · inv.binary · CWE-1104
web3-research.skill
web3-research.skill
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@modelcontextprotocol/sdk, cheerio, duck-duck-scrape, zod, @types/node, typescript
Why it matters. 6 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass.

Audited 2026-10-06 · audit v0.4.1 · source sha d1c0a54f7673full audit observations/trust-audit/mcp-server/aaronjmars__web3-research.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-06d1c0a54f7673SAFEB89first audit
06

Questions

What is the Web3 Research MCP server?

Local MCP server for deep crypto token research across CoinGecko, DeFiLlama and web search. Free, no API key.

What tools does Web3 Research expose?

13 in total: 11 read-only, 2 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Web3 Research safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Web3 Research need?

It reads COINGECKO_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Web3 Research run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as web3-research-mcp at 1.0.5.

How current is this page?

The grade is for one exact copy of the source (d1c0a54f7673), read on 2026-10-06. The repository is watched and re-audited when it changes.

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