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ai.echoloc/company-technographics

REMOTE · API.ECHOLOC.AI · SCANNED OCT 4

Search 760K+ companies by technographics with direction of change: adopting, replacing, evaluating

Available components

+6 this week 76 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability71
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 413 tokens (~137/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
  • No destabilizing schema changes in the last 30 days.Pass
Tool Coverage75
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 25% of tool parameters carry a description.Partial
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
Install

How do I install the ai.echoloc/company-technographics MCP server?

ai.echoloc/company-technographics is a hosted endpoint at https://api.echoloc.ai/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · api.echoloc.ai

# add to Claude Code
claude mcp add --transport http ai-echoloc-company-technographics 'https://api.echoloc.ai/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "ai-echoloc-company-technographics": {
      "url": "https://api.echoloc.ai/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "ai-echoloc-company-technographics": {
      "type": "http",
      "url": "https://api.echoloc.ai/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.ai-echoloc-company-technographics]
url = "https://api.echoloc.ai/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-echoloc-company-technographics": {
      "type": "remote",
      "url": "https://api.echoloc.ai/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-echoloc-company-technographics --url 'https://api.echoloc.ai/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  ai-echoloc-company-technographics:
    url: "https://api.echoloc.ai/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "ai-echoloc-company-technographics": {
      "Transport": "http",
      "Url": "https://api.echoloc.ai/mcp"
    }
  }
}
# add to Vellum
assistant mcp add ai-echoloc-company-technographics -t streamable-http -u 'https://api.echoloc.ai/mcp'
// mcp.json
{
  "mcpServers": {
    "ai-echoloc-company-technographics": {
      "type": "http",
      "url": "https://api.echoloc.ai/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 30 Sept 26 −1
    • Tool “get_company_by_domain” rewrote its description, which is the text the model reads security
    • Schema quality: pass → fail ▼ functional
    • “get_company_by_domain” reworded the description of “domain” cosmetic
  • 28 Sept 26 +7
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 25 Sept 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 27 Aug 26 0
    • Stability: 0.97 → pass security
  • 26 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 19 Aug 26 0
    • The server rewrote its instructions, which are the text every model session reads security
  • 11 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 1 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 6 Oct 2026 · Probed https://api.echoloc.ai/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=echoloc.ai CN=WE1,O=Google Trust Services,C=US 20 Sept 2026 19 Dec 2026 ECDSA 256 ECDSA-SHA256 d8b396bf2868f9a51396a31456116338
SANs: echoloc.ai, *.echoloc.ai
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of api.echoloc.ai. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 3799 8 Verified
echoloc.ai. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://api.echoloc.ai/mcp Verified 200
http (plaintext) http://api.echoloc.ai/mcp Inconclusive 405
MCP tools · 3 exposed · ~259 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
get_company_by_domain ~86

Resolve a company domain (e.g. 'walgreens.com') to its full profile: firmographics, hiring stats, and the technology stack with adoption context (using / adopting / replacing / evaluating). Matches the primary domain first, then known aliases (regional TLDs, legacy brands, subdomains).

NameTypeReqDescription
domainstringyesCompany domain — primary or any known alias

No output schema declared.

No examples provided.

list_technologies ~59

Catalog of all technologies in the dataset with per-technology company counts. sort='count' (most used first) or 'name'.

NameTypeReqDescription
pageinteger––
page_sizeinteger––
sortstring––

No output schema declared.

No examples provided.

search_companies_by_technologies ~114

Find companies using the given technologies, ranked by usage. Names are case-insensitive ('snowflake' == 'Snowflake'); 10,000+ technologies are tracked (use list_technologies to explore). match='any' needs at least one technology, 'all' needs every one.

NameTypeReqDescription
matchstring––
pageinteger––
page_sizeinteger––
technologiesarrayyesTechnology names, e.g. ["Snowflake", "dbt"]

No output schema declared.

No examples provided.

Common questions

What is the ai.echoloc/company-technographics MCP server?

ai.echoloc/company-technographics is an MCP server listed in the public MCP registry as ai.echoloc/company-technographics. Search 760K+ companies by technographics with direction of change: adopting, replacing, evaluating. This page covers its hosted endpoint (https://api.echoloc.ai/mcp).

Is the ai.echoloc/company-technographics MCP server safe to use?

ai.echoloc/company-technographics scores 76 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the ai.echoloc/company-technographics MCP server expose?

ai.echoloc/company-technographics exposes 3 tools: search_companies_by_technologies, get_company_by_domain, list_technologies. Their descriptions and schemas cost roughly 259 tokens of context every time the server is loaded.

Does the ai.echoloc/company-technographics MCP server require authentication?

No. We connected to ai.echoloc/company-technographics without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the ai.echoloc/company-technographics MCP server still maintained?

ai.echoloc/company-technographics is still listed as active in the MCP registry. We last reached this channel on 4 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.