searchsteward-mcp
An MCP server that connects SearchSteward to Claude Desktop, Claude Code, and any other MCP client. Search your job matches, read score breakdowns, log applications, and pull negotiation prep — from inside Claude.
Any SearchSteward account can use it — free or paid. You mint an API key from any plan and it applies your plan's own limits, exactly as the web app does: free keys reach the search, tracking, and triage tools; Radar unlocks the negotiation playbook and the full-depth match feed. Your key hits the paywall in precisely the same place your account does. (See Free vs paid below.)
1. Get an API key
In SearchSteward: Settings → Connect to Claude → Create API key. The key (ss_pat_…) is shown once — copy it immediately. You can revoke it any time from the same screen; revocation takes effect immediately.
Key scopes
A key can be scoped to limit what it can reach — useful for a key you'll paste into a shared config, commit near, or hand to a script:
| Scope | Reaches | Good for |
|---|---|---|
full (default) |
Every tool below | Your own everyday use |
read_no_pii |
Read/search/analyze tools, except get_resume and get_offer; no writes |
A key you paste somewhere shared — a leak can't read your résumé or offer, or change your account |
Scope is set once when the key is minted and can never be widened — mint a new key to change it. Enforcement is server-side: a read_no_pii key gets a 403 on get_resume, get_offer, and any write tool (log_application, dismiss_match, save_match, save_question, update_application, submit_match_verdict, track_external_application, get_negotiation_playbook). Mint a scoped key via the API:
curl -X POST https://searchsteward.com/api/v1/api-keys \
-H "Authorization: Bearer <your session/JWT>" \
-H "Content-Type: application/json" \
-d '{"name": "claude-readonly", "scope": "read_no_pii"}'
2. Add it to your MCP client
Claude Code
claude mcp add searchsteward uvx searchsteward-mcp -e SEARCHSTEWARD_API_KEY=ss_pat_...
Verify it connected:
claude mcp list
# searchsteward: uvx searchsteward-mcp - ✓ Connected
Why command-first,
-elast? Claude Code's-e/--envflag is variadic — if it comes before the command it swallowsuvx searchsteward-mcpas extra env values. The Anthropic docs show an-e KEY=val -- uvx …form, but the--separator is stripped by Windows PowerShell before it reaches the CLI, which reintroduces the same problem. Putting the command first and-elast works on PowerShell, cmd, and bash alike.
Claude Desktop
Add to claude_desktop_config.json (Settings → Developer → Edit Config):
{
"mcpServers": {
"searchsteward": {
"command": "uvx",
"args": ["searchsteward-mcp"],
"env": { "SEARCHSTEWARD_API_KEY": "ss_pat_..." }
}
}
}
Restart Claude Desktop after saving.
3. Use it
Start a new session (MCP servers load at session start) and ask, e.g.:
- "Search my SearchSteward matches"
- "Show me the score breakdown for match 12345"
- "Log an application for match 12345"
- "Give me a negotiation playbook for application 42"
Tools
19 tools in five groups.
Discover & analyze
| Tool | What it does |
|---|---|
search_matches |
Search your job matches (score-ranked; each row carries a score). Page size capped at 25. |
check_new_matches |
Pull the new 90%+ matches discovered in the last N hours (default 48). Scans the top page only — see the tool's own note. |
get_job |
Full detail for one match — score breakdown, ghost-listing signal, description. |
get_resume |
Your résumé text, so Claude can reason about fit and tailor it natively. |
Track
| Tool | What it does |
|---|---|
list_applications |
List your tracked applications. |
get_application |
Full detail for one application (status, notes, dates + offer if present). |
log_application |
Mark a feed job as applied (promotes a match to a tracked application). |
track_external_application |
Track a job you applied to elsewhere (LinkedIn, a recruiter, a company site) — it doesn't need to be in your feed. |
update_application |
Change an application's status and/or add a note. |
Triage
| Tool | What it does |
|---|---|
save_match |
Save a feed job to watch later (no application yet). |
dismiss_match |
Hide a match (with a reason) — sharpens future scoring. |
restore_match |
Undo a dismiss. |
Prep & negotiate
| Tool | What it does |
|---|---|
list_questions |
Your interview/application question bank. |
save_question |
Save a drafted answer back to the bank. |
get_offer |
Offer/compensation details for an application. |
get_negotiation_playbook |
SearchSteward's offer-negotiation playbook (Radar; runs an LLM job). |
Audit match quality
| Tool | What it does |
|---|---|
review_candidates |
Review whether the scorer ranked right — reaches the whole corpus, including roles it never surfaced for you. |
submit_match_verdict |
Record ground truth on one job (should_surface / should_not_surface / unsure). Distinct from dismiss_match. |
review_summary |
Count of the verdicts you've submitted, by verdict. |
Free vs paid
A key uses your plan's limits — identical to the web app; a free account mints a working key. What each tier reaches:
| Free | Radar (paid) | |
|---|---|---|
Search, read, résumé (search_matches, get_job, get_resume) |
✅ | ✅ |
Track & triage (log_application, save_match, dismiss_match, …) |
✅ | ✅ |
| Question bank & match-quality review | ✅ | ✅ |
check_new_matches (manual pull) |
✅ | ✅ |
| Full match-feed depth (beyond the free cap) | capped + upgrade hint | ✅ full |
get_negotiation_playbook |
❌ 402 | ✅ |
Your key hits the paywall in exactly the place your account does. Radar's push alerts (an email the moment a new 90%+ match appears) remain a subscription feature — check_new_matches is the manual, on-demand equivalent.
Configuration
| Env var | Required | Default |
|---|---|---|
SEARCHSTEWARD_API_KEY |
yes | — |
SEARCHSTEWARD_API_BASE |
no | https://searchsteward.com |
SEARCHSTEWARD_API_BASE must be HTTPS (localhost is exempt for local development) — the server refuses to start otherwise, since the key would otherwise travel in cleartext.
Troubleshooting
error: missing required argument 'commandOrUrl' — the variadic -e ate your command, or PowerShell stripped a --. Use the command-first form above (claude mcp add searchsteward uvx searchsteward-mcp -e KEY=…).
Invalid input from claude mcp add-json — your Claude Code version wants a type field. Prefer the plain claude mcp add command-first form above instead.
Tool returns a 401 / "Invalid or revoked API key" — the key was revoked or mistyped. Mint a fresh key in Settings.
Tool returns a 402 / "entitlement_denied" — that capability is Radar-only (e.g. the negotiation playbook, or feed depth beyond the free cap). Your key uses your plan's limits, the same as the web app.
Tool returns a 403 / "This endpoint is not available to API keys" — expected: API keys can only reach the tools above, nothing else.
Tool returns a 403 / "This API key's scope does not permit…" — your key is a read_no_pii key and the tool needs résumé/offer access or writes. Mint a full key (see Key scopes) if you need it.
Don't paste keys into a shell command line — -e values land in your shell history. If you must, revoke and re-mint afterward.
Notes
- Job descriptions returned by
get_jobare untrusted web content — treat them as data, not instructions. log_applicationandupdate_applicationwrite to your account; everything else is read-only.
Development
pip install -e ".[test]"
pytest
Issues and contributions: github.com/SearchSteward/searchsteward-mcp.
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file searchsteward_mcp-0.3.3.tar.gz.
File metadata
- Download URL: searchsteward_mcp-0.3.3.tar.gz
- Upload date:
- Size: 22.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/6.1.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
53cb2183423e8ec3eecaae20776f89dbf810b9758e0c5f12557c7e8cfe656831
|
|
| MD5 |
711425f3e12c522c7c99029fb9ff097b
|
|
| BLAKE2b-256 |
adb7d45aeeeff1fbc3e3d3460524dbbfb54edc6148b7381f4745360a2ad0302a
|
Provenance
The following attestation bundles were made for searchsteward_mcp-0.3.3.tar.gz:
Publisher:
release.yml on SearchSteward/searchsteward-mcp
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
searchsteward_mcp-0.3.3.tar.gz -
Subject digest:
53cb2183423e8ec3eecaae20776f89dbf810b9758e0c5f12557c7e8cfe656831 - Sigstore transparency entry: 2439107624
- Sigstore integration time:
-
Permalink:
SearchSteward/searchsteward-mcp@775b2395a9d681d711fa65f26428d1acaca9bbfc -
Branch / Tag:
refs/tags/v0.3.3 - Owner: https://github.com/SearchSteward
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@775b2395a9d681d711fa65f26428d1acaca9bbfc -
Trigger Event:
push
-
Statement type:
File details
Details for the file searchsteward_mcp-0.3.3-py3-none-any.whl.
File metadata
- Download URL: searchsteward_mcp-0.3.3-py3-none-any.whl
- Upload date:
- Size: 17.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/6.1.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
658578303442958d412762f78151e81173840dd3d7dbefbd7675d063cd266d08
|
|
| MD5 |
3078a54014392748aa3164c69fd8d86c
|
|
| BLAKE2b-256 |
39d233f8b2aafb31fad9ffaaf6cb14796688d95469e2af54a95191fce0589d3c
|
Provenance
The following attestation bundles were made for searchsteward_mcp-0.3.3-py3-none-any.whl:
Publisher:
release.yml on SearchSteward/searchsteward-mcp
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
searchsteward_mcp-0.3.3-py3-none-any.whl -
Subject digest:
658578303442958d412762f78151e81173840dd3d7dbefbd7675d063cd266d08 - Sigstore transparency entry: 2439107667
- Sigstore integration time:
-
Permalink:
SearchSteward/searchsteward-mcp@775b2395a9d681d711fa65f26428d1acaca9bbfc -
Branch / Tag:
refs/tags/v0.3.3 - Owner: https://github.com/SearchSteward
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release.yml@775b2395a9d681d711fa65f26428d1acaca9bbfc -
Trigger Event:
push
-
Statement type: