MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Payments & trading

Africa Take-Home Pay

Take-home pay, PAYE and payroll contributions in Ghana, Kenya, Nigeria and South Africa.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
373 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
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

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 373 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name kweku-anansi-africa-pay.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 373 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 373 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • 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.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    23 of 23 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-10T22:16:49.725123Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Africa Take-Home Pay

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 africa-take-home-pay https://kwekuanansi.ai/mcp/africa-pay

Capabilities

Tools 5

ghana.take_home

Use this when someone gives a monthly basic salary in Ghana cedis and asks what they take home, how much PAYE or SSNIT comes off it, or what the job costs the employer. It works the tax out band by band; do not estimate it first. Do not use it for a business's tax, for a year-end return with reliefs, or for pay in another country.

Discovered
kenya.take_home

Use this when someone gives a monthly gross salary in Kenya shillings and asks what they take home, how much PAYE, NSSF, SHIF or Housing Levy comes off it, or what the job costs the employer. It applies NSSF, SHIF and the Housing Levy before tax, as the law has required since December 2024, then the tax bands and personal relief; do not estimate it first. Do not use it for a business's tax, for rental or turnover tax, for pay in another country, or for someone not resident in Kenya.

Discovered
nigeria.take_home

Use this when someone gives a monthly salary in naira and asks what they take home, how much PAYE or pension comes off it, or what rent relief saves them, under the Nigeria Tax Act 2025 bands in force from January 2026. It works the tax out on the year, band by band, then gives the month; do not estimate it first. Do not use it for company tax, for tax before 2026, for VAT, or for pay in another country.

Discovered
pay.country_rates

Use this when someone asks what the income tax bands, reliefs or payroll contributions are in Ghana, Kenya, Nigeria or South Africa, without a salary to work out. Do not use it to work out a figure: use the country's take_home tool, which does the arithmetic.

Discovered
south_africa.take_home

Use this when someone gives a monthly salary in rand and asks what they take home, how much PAYE or UIF comes off it, or how age or medical aid changes it, for the tax year from 1 March 2026. It works out the year's tax on twelve months of the salary, less the rebates and medical scheme credits; do not estimate it first. Do not use it for provisional tax on business income, for a year-end assessment, or for pay in another country.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected373 ms5