MCP server · Code & DevOps

AskCyborg

By Ask-Cyborg Verified namespace

Analyst-debate research on every public and private company. 8 tools: search, score, compare, more.

Website Source code Search & web data Knowledge & research

Connect to AskCyborg

Checks passed: 13 / 22

2 failed · 7 not measured

Median response: 65 ms

Median of successful probes over 7 days

30-day uptime: Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools: 8

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked 17 hr ago

Check summary by test group
Test area	Passed	Failed	Unmeasured
ConnectionCan a client connect and discover tools?	4	1	0
Reliability & speedDoes it respond consistently and quickly?	1	0	3
Access & authenticationWhat is required to use this server?	1	0	2
Tool qualityAre the tool definitions usable by an agent?	3	1	0
Publisher identityCan the publisher be traced to its source?	4	0	2

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

Pass
Reachable
Latest probe returned HTTP 200 in 60 ms.
17 hr ago
Pass
Valid handshake
protocolVersion 2025-03-26, serverInfo.name askcyborg-mcp.
17 hr ago
Pass
Lists tools
tools/list returned 8 tools.
17 hr ago
Fail
Current protocol
Negotiated 2025-03-26. The bar is 2025-06-18 or newer.
17 hr ago
Pass
HTTPS
The endpoint URL is https.

Performance

Not measured
Fast (p50)
Median latency 65 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.
Not measured
Consistent (p95)
95th percentile 70 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.
Not measured
Reliable (uptime)
2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.
Pass
Stable tool list
No tool was removed and no required parameter was added in the last 30 days.
17 hr ago

Access

Pass
Open access
tools/list succeeded with no credential, and the record declares none.
17 hr ago
Not measured
Standard auth
Auth is not required, so the OAuth metadata check does not apply.
Not measured
Free tier cited
No publisher quote has been checked.

Tools

Pass
Tools described
Every tool description is at least 20 characters.
17 hr ago
Pass
Valid input schemas
Every inputSchema is a JSON Schema object.
17 hr ago
Pass
Parameters documented
10 of 10 parameters have a description (100%). The bar is 80%.
17 hr ago
Fail
Safety hints
8 tools set neither readOnlyHint nor destructiveHint.
17 hr ago

Publisher

Pass
Verified namespace
Listed in the Official MCP Registry.
Not measured
Website matches publisher
This namespace is not a reverse domain, so the website comparison does not apply.
Pass
Source repo linked
A repository URL is on file.
Pass
Repo owner matches
The GitHub repository owner matches the namespace login.
Pass
Recently updated
Updated 2026-05-16T04:57:18.233513Z, within 180 days.
5 mo ago
Not measured
Open-source licence
The GitHub licence lookup has not returned an OSI result yet.

Start using AskCyborg

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http askcyborg https://mcp.askcyborg.com/mcp

Capabilities

Tools 8

compare_companies

Compare 2-5 companies side by side on Cyborg Score, industry, key insights, and competitive positioning. Useful for portfolio decisions, M&A short-listing, or competitive analysis.

Discovered 17 hr ago

find_competitors

Find the named competitors of a company that AskCyborg's analyst panel identified as material to the target's strategic position. Returns each competitor with the one-line strategic tagline AskCyborg uses to characterize them. Useful for competitive landscape analysis, M&A short-listing, or pricing reference checks.

Discovered 17 hr ago

get_company_report

Retrieve AskCyborg's structured research report for a single company. Includes executive summary, Cyborg Score with rationale, strategic profile, top insights, competitive positioning, and recent developments. Returns a paywall-aware summary; the full 30-page report and analyst-debate audio are available at the returned URL.

Discovered 17 hr ago

get_cyborg_score

Retrieve just the Cyborg Score (1-10) for a company. The Cyborg Score is AskCyborg's proprietary rating, synthesized from hundreds of data points across business model, financials, leadership, competitive position, technology, marketing, and ESG. Use this when the user wants a quick rating without the full report context.

Discovered 17 hr ago

get_recent_developments

Retrieve the most recent material developments (news, deals, leadership changes, product launches, financial events) that AskCyborg's analyst panel flagged as decision-relevant for this company. Each entry is dated and concise. Use this for news catch-up before a meeting, for monitoring portfolio companies, or to spot recent strategic shifts.

Discovered 17 hr ago

get_top_insights

Retrieve just the top analyst-debate insights for a company — the punchiest, decision-relevant claims that AskCyborg's analyst panel surfaced after stress-testing the company. Faster and more focused than get_company_report when you just need 'what should I know about this company in 60 seconds'.

Discovered 17 hr ago

search_by_industry

Find companies in AskCyborg's corpus that operate in a specific industry. Returns up to N companies with their Cyborg Score and one-line strategic profile, ranked by Cyborg Score. Use this for sector mapping, comparable analysis, or to discover companies you didn't know existed in a space.

Discovered 17 hr ago

search_companies

Search AskCyborg's corpus of company research by name or industry keyword. Returns up to N matches with company name, Cyborg Score, one-line strategic profile, and the URL to the full preview report. Use this first when the user mentions a company you want to research, or to discover companies in a category.

Discovered 17 hr ago

Recent measurements

Probe history

View status

Latest stored probes. Raw probe rows are kept for 14 days.
Checked	Result	Response	Tools
17 hr ago	Connected	60 ms	8
1 day ago	Connected	70 ms	8

Published by

Ask-Cyborg

Publisher of AskCyborg, listed under io.github.Ask-Cyborg.

The namespace matches a verified registry identity. Identity verification does not certify the server’s security.

Publisher website GitHub profile All publisher servers

Server details

Version: 0.2.0
Transport: streamable-http
Authentication: No requirement recorded
Listing source: MCP Registry

io.github.Ask-Cyborg/askcyborg-mcp

View registry record

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Markdown

[![MCP Heartbeat](https://mcpheartbeat.com/badge/io.github.Ask-Cyborg/askcyborg-mcp.svg)](https://mcpheartbeat.com/s/io.github.Ask-Cyborg/askcyborg-mcp)

HTML

<a href="https://mcpheartbeat.com/s/io.github.Ask-Cyborg/askcyborg-mcp"><img alt="MCP Heartbeat" src="https://mcpheartbeat.com/badge/io.github.Ask-Cyborg/askcyborg-mcp.svg"></a>

Uptime markdown

[![MCP Heartbeat uptime](https://mcpheartbeat.com/badge/io.github.Ask-Cyborg/askcyborg-mcp.svg?kind=uptime)](https://mcpheartbeat.com/s/io.github.Ask-Cyborg/askcyborg-mcp)

Served from https://mcpheartbeat.com.

Health & checks

Core

Performance

Access

Tools

Publisher

Connect to this server

Tools 8

Probe history

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