https://peopleanalyst.com/mcp ↗
PeopleAnalyst's free people-analytics feeds: answers, tools, evidence, story and scene catalogs.
com.peopleanalyst/discovery is a remote MCP server published at peopleanalyst.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 527 ms, a delay an agent will notice. It exposes a broad tool surface of 17 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
get_story_tracks — Description is overly generic, fails to specify use cases or input constraints.get_brandscripts — Parameters like 'status' lack defined allowed values or constraint explanations.get_claim_warrant — No mention of error scenarios despite handling sensitive discourse data.Risk: low
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_peopleanalyst_feedsList PeopleAnalyst's free machine-readable feeds and their MCP/REST availability. OpenAPI is also published at https://peopleanalyst.com/openapi.json.
get_membership_offerReturns the people analytics chapter of the Bicycle Cooperative membership offer: five options (enterprise member, practitioner member, worker, practitioner rent, enterprise rent) with chapter substitution applied and this front's join URL.
list_answersReturns the full index of authored /answers pages — one entry per slug, with the question and canonical URL. Use this to discover available slugs before calling get_answer.
get_answerReturns one authored /answers page as structured content: question, markdown answer body (short answer, problem frame, evidence, grounded sources), and citations with libraryId or url. Known slugs (33): measure-employee-performance, survey-validity-check, people-analytics-program-maturity, people-analytics-vs-hr-reporting, engagement-survey-vs-listening-diagnostic, people-analytics-tools-compare, beyond-annual-engagement-survey, replace-gut-feel-talent-decisions, ….
slugstringrequiredget_product_descriptionMachine-readable description of each PeopleAnalyst product. Versioned, CORS-open descriptions of every product in the portfolio — name, category, oneLiner, problemFrames, capabilities, beachheads, whenNotToUse (honest disqualifiers), canonicalUrls, relatedProducts. Assembled from canon. Pass ?product to filter.
productstringget_marketing_registryThe Pitboss marketing-asset registry (typed cards + personas). Cross-site marketing-asset cards built from the portfolio's brandscripts and proofs, plus the persona set. ?product filters to one product; ?status filters by lifecycle.
productstringstatusstringget_brandscriptsPer-persona StoryBrand arguments for each product. The persona-level argument layer (SB7-shaped): the major problem solved for a persona and what the solution looks like. ?product / ?persona filter; ?status opts into drafts.
productstringpersonastringstatusstringget_story_tracksPre-authored data-story tracks — the possibility space. Complete data stories: the SB7 argument, the acts and beats that carry it, the branches it forks down, the decision it produces, and the data required to test it. Candidates only — nothing here asserts a story is true of any organisation; that is decided against data. ?persona / ?problem / ?metric / ?slug filter.
personastringproblemstringmetricstringslugstringget_scene_templatesFalsifiable scene templates — one claim plus what would make it false. The cards a story is told with. Each declares truth conditions the data can falsify, so a claim survives on evidence rather than assertion. Persona relevance is derived from focus (a stated heuristic). Drafts excluded unless ?status=all.
personastringfocusstringformstringshapestringtierstringarchetypestringidstringstatusstringget_canonical_formsThe canonical form vocabulary — the structural primitive. 7 data shapes and the 33 canonical forms they resolve to. The form is why one engine reads compensation, attrition, funnels and survey data without a per-domain rewrite: the domain is in the metric tag, the structure is here. 'oftenMeans' is a labelled heuristic, never a conclusion.
shapestringget_claim_warrantHow many works discuss a claim — discourse volume, with the works named. For a construct pair mined from the book corpus: how many distinct works discuss the link, and which ones, with each work's stated rationale. ⚠ This is DISCOURSE, not evidence — book frequency is confounded by publication incentives, fashion and citation cascades, so it is reported as 'discussed in N works' and never as corroboration, confidence, or a score. Single-work claims are returned, labelled as such; corroboration is not a gate. No query returns corpus-level stats including a counting discrepancy we state openly.
fromstringtostringconstructstringfocusstringget_library_idsLibrary id export — stable ids for the works homed here. Batch export of library_id rows (id, title, author, year, property tags) for the works that home on peopleanalyst.com. Ids are content-addressed (SHA-256 of normalized title|authors|year) and stable across repos, so a consumer can join to this catalog without string matching. Scoped to works homed here — titles whose canonical home is another property are excluded, matching /library.
tagstringlimitstringDerived by comparing consecutive probes — changes in era, protocol version, build and reachability.
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Sign up free to seeThe catalog entries whose name and description are closest to this one, found with the same index the search box uses.
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| Run | Era | Modern | ms | Legacy | ms | Versions |
|---|---|---|---|---|---|---|
| 2026-09-13 01:33:33 | Legacy | 400 | 390 | 200 | 678 | 2025-11-25 |
| 2026-09-12 23:31:36 | Legacy | 400 | 636 | 200 | 610 | 2025-11-25 |
| 2026-09-12 21:29:15 | Legacy | 400 | 582 | 200 | 527 | 2025-11-25 |
| 2026-09-12 19:27:29 | Legacy | 400 | 415 | 200 | 437 | 2025-11-25 |
| 2026-09-12 17:24:09 | Legacy | 400 | 339 | 200 | 319 | 2025-11-25 |
| 2026-09-12 15:21:42 | Legacy | 400 | 782 | 200 | 495 | 2025-11-25 |
Each block is one measurement round. Green: working response. Amber: responded but the server was returning errors (5xx). Red: no response at all.
Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.
The two probe legs separately: modern server/discover and legacy initialize.
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