Sato Hub
MCP

Web3 Research MCP

Local, keyless MCP for structured crypto token research: web/news/image/video search plus CoinGecko and DeFiLlama data.

  • Sato Score77
ActiveUnverifiedActive · 7d ago

Web3 Research MCP is an open-source MCP server by aaronjmars, with last code activity on 2026-10-08 (Active). Latest release on 2026-07-30. Sato Score 77/100 (how open, active and verifiable it is, not a safety grade), as of 2026-10-15. How the score works →

See how to install Web3 Research MCP →

Last commit Oct 8, 2026 · Last release Jul 30, 2026 (v1.0.5) · ★ 168

Listed from github.com/aaronjmars/web3-research-mcp on 2026-07-13. Install: reproduced by Sato Hub on 2026-07-21. Evidence →

Website ↗GitHub ↗X / Twitter ↗

Next step

Watch Web3 Research MCP

One email if what we observe changes — its repo goes quiet or disappears, or the listing is retired. Nothing else.

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Overview

web3-research-mcp is a Model Context Protocol server that runs fully locally over stdio (via npx, no database or hosted service) to give an AI client a deep-research toolset for crypto: DuckDuckGo-based web/news/image/video search with page-content fetching, plus direct CoinGecko and DeFiLlama API tools, with results stored as referenceable MCP resources and a token-research prompt. Built and maintained by independent developer aaronjmars; no API keys are required.

Sato Score

77/100· High

How open, active & verifiable — not a safety or returns grade.

Maintenance & liveness
35/35
Code transparency
19/20
Interface verifiability
8/10
Docs & demo
0/10
Listing transparency & provenance
13/15
Independent verification
2/10

Deploy path reproduced — install verified in an isolated container (proves installability, not runtime safety).

View verification & embed badge →History →How the Sato Score works

Sato Check

v1.0.5 · as of 2026-09-26
Does it take your key?
No key read found
Does your key leave?
Not observed
Can it move funds on its own?
Unknown
Full profile, evidence and limits →

A profile describes what we read and ran, with dates. It is not a safety rating, an audit or an endorsement, and "not found" is not "not there".

Evidence — listed vs checked · what the words mean

Listed from github.com/aaronjmars/web3-research-mcp on 2026-07-13. Install: reproduced by Sato Hub on 2026-07-21.

ClaimValueEvidenceSourceChecked
Chains supportednot statedself-reportedgithub.com/aaronjmars/web3-research-mcpas of 2026-10-15
Verification statusUnverified — not independently reviewedself-reportedgithub.com/aaronjmars/web3-research-mcpas of 2026-10-15
Recent activitylast release 2026-07-30 · last commit 2026-10-08observedgithub.com/aaronjmars/web3-research-mcp2026-10-15
Install worksreproduced — install and entry both completedshows the install path works as written; not a statement about runtime behaviour✓ reproducedgithub.com/aaronjmars/web3-research-mcp2026-07-21
Website answersanswered (HTTP 200)observedgithub.com/aaronjmars/web3-research-mcp2026-10-15
Daily check record89 of 90 daily checks since 2026-07-17 succeededa success rate of our checks, not uptime; the source is this listing's own historyobserved—2026-10-14
Takes your keyno private-key read found in what we readtracedsatohub.ai2026-09-26
Key leaves the machinenot observed during install and start-uplater or triggered code paths are not coveredobservedsatohub.ai2026-09-26
Moves funds on its ownunknown — could not read what it exposestracedsatohub.ai2026-09-26
Deploys asLocal (stdio)confidence 0.60self-reportedgithub.com/aaronjmars/web3-research-mcpas of 2026-07-14
Works withClaude Desktop, Cursor, Smithery, CoinGecko, CoinMarketCap, DeFiLlamaconfidence 0.85self-reportedgithub.com/aaronjmars/web3-research-mcpas of 2026-10-03
X accounthttps://x.com/aaronjmarsconfidence 0.80self-reportedgithub.com/aaronjmars/web3-research-mcpas of 2026-10-03
Sato Score77/100 (High)how open, active and verifiable — not a safety or quality gradecomputedsatohub.ai2026-10-15

Self-reported rows are the project’s own words, dated when we recorded them — not a check. Only reproduced and reviewed rows carry a mark. None of these rows is a safety or quality rating.

Install — reproduced in a container Jul 21, 2026

Runtime: node

npx -y web3-research-mcp@latest
npx -y web3-research-mcp@latest
Add to CursorAdd to VS Code
claude mcp add satohub-web3-research-mcp -- npx -y web3-research-mcp@latest

A local server: your client runs this command on your machine. Installing runs third-party software under your own credentials. Sato Hub publishes the documented invocation and, where the harness reproduced it, the date it did — neither is a safety review.

Read from the project’s own docs as of 2026-07-21. What a deploy spec is →

Observed record — 91 daily checks since 2026-07-17

98.9%of 91 checks since 2026-07-17 succeeded
Currently responding for 24 days
Succeeded
90
Failed
1
Their error
0
Unattributed
1

State changed on 2026-09-21 (responding → unreachable from our probe), 2026-09-22 (unreachable from our probe → responding).

This is the share of our daily checks that succeeded — not an availability guarantee. A check can fail because the host was down, because our runner timed out, or because the network in between dropped it, and only the first of those is a fact about this project. Failures are split by what we can attribute; anything we cannot attribute is counted, not hidden. 46 of these checks predate 2026-09-01, when the probe counted a bot-block (HTTP 403) as a failure and recorded no reason for any failure. Every one of them passed, so the rate covers them too.

Last 30 days — to 2026-10-15, one point per UTC day

Share of OUR checks that succeeded
100%
7-day rolling; unattributable days are gaps · 30/30 days
Tools listed
fewer than 2 points—
from the server's own tools/list · 0/30 days
Sato Score
77
as snapshotted that day · 29/30 days

A gap is a day we have no attributable observation — never a zero. Thirty points is the whole shape the free layer carries; the daily rows behind it stay in the snapshot series.

Details

Chains
Unknown
Agent types
MCP Server, Data Provider
Open source
Yes
Deploys as
Local (stdio)
Works with
Claude Desktop, Cursor, Smithery, CoinGecko, CoinMarketCap, DeFiLlama
Last checked
2026-10-15

Marketplace Signals

No marketplace signals recorded for this resource yet.

Verification status reflects evidence reviewed by Sato Hub. Self-reported claims are never presented as verified.

#mcp#research#coingecko#defillama#keyless

Where Web3 Research MCP fits

TradingData

Related concepts: How Agents Interact With Smart Contracts, How Agents Use Wallets, What Are MCPs? The Standard Way to Give Agents Tools

See something inaccurate or outdated?Submit a correction →

Recent Activity

All news →

Releases and posts from Web3 Research MCP, pulled from its GitHub and X.

Releaseaaronjmars/web3-research-mcpJul 30, 2026

web3-research-mcp v1.0.5

chore(release): 1.0.5

GitHub ↗

Listing History

Recorded changes to Web3 Research MCP's listing — status, verification, Sato Score, and recent releases. Full history is kept in the listing record.

  1. Oct 3, 2026
    Auto-enriched: supported integrations, x url
  2. Jul 30, 2026
    New release published
  3. Jul 21, 2026
    Verified: deploy spec
  4. Jul 20, 2026
    Sato Score tier: Medium → High
    Score 63 → 71.
  5. Jul 18, 2026
    Sato Hub began tracking this listing
  6. Jul 14, 2026
    Enriched: deployment options
  7. Jul 13, 2026
    Listed on Sato Hub

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Reference

QuestionsShowHide

Questions people ask about Web3 Research MCP

Is Web3 Research MCP open source?
Yes. Web3 Research MCP is open source under the MIT license; the repository is https://github.com/aaronjmars/web3-research-mcp. Checked as of 2026-10-15.
Which chains does Web3 Research MCP support?
Sato Hub has no confirmed chain list for Web3 Research MCP as of 2026-10-15; treat chain support as unknown.
Is Web3 Research MCP still maintained?
The most recent code activity Sato Hub observed was on 2026-10-08 (last commit 2026-10-08, last release 2026-07-30), which Sato Hub labels "Active". Posts on X are not counted as maintenance. Activity is a recency signal, not a quality judgment.
How do I install or run Web3 Research MCP?
node. Install: npx -y web3-research-mcp@latest. Entry: npx -y web3-research-mcp@latest. Sato Hub reproduced this install in a container on 2026-07-21. It runs as an MCP server (npx -y web3-research-mcp@latest).
Is Web3 Research MCP verified on Sato Hub?
Sato Hub holds one earned check for Web3 Research MCP: Deploy path reproduced — install verified in an isolated container (proves installability, not runtime safety). Its Sato Score is 77 of 100, a measure of how open, active and verifiable the project is, not a safety, quality or returns grade.
Cite this pageShowHide

Cite this page

Sato Hub. "Web3 Research MCP — Sato Hub." Sato Hub, updated 2026-10-15, accessed 2026-10-15. https://satohub.ai/resources/web3-research-mcp

Data last refreshed 2026-10-15; this page is rebuilt daily. Citations carry the date so a reader can tell which snapshot a claim came from. Catalog data is licensed CC-BY-4.0.

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