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Oc Recent

oc_recent
Read-onlyIdempotent

Most recently published government procurement releases — new tenders and fresh contract awards across all covered OCDS publishers (Kenya, Nigeria, Ghana, Zambia, Liberia, Rwanda, Tanzania, Uruguay, Honduras, Guatemala, Peru, Dominican Republic, Mexico/Oaxaca, Albania, Kosovo, Croatia, Thailand/Bangkok, Italy), newest first. Optionally filter to one country and adjust the lookback window. The "what public tenders just came out" view over the weekly-refreshed OCP Data Registry feed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoLookback window in days (default 14).
limitNoMax results (1-100, default 20).
countryNoCountry name, forgiving match. One of: Albania | Argentina | Croatia | Dominican Republic | Ghana | Guatemala | Honduras | Italy | Kenya | Kosovo | Liberia | Mexico | Nigeria | Peru | Rwanda | Tanzania | Thailand | Uruguay | Zambia.

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare the tool read-only, idempotent, and non-destructive, so the burden on the description is lower. The description adds relevant behavioral context beyond those annotations: results come from a weekly-refreshed feed, are ordered newest first, and represent a snapshot of recent releases rather than a live or exhaustive search. This gives the agent an accurate sense of data freshness and scope.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The main purpose is front-loaded and the language is mostly efficient, but the long parenthetical list of countries largely duplicates information already present in the country parameter's enum. The final sentence also somewhat restates the first sentence's purpose, though it adds the weekly-refresh context. It is reasonably concise but not tightly optimized.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple filtered-list tool with three optional parameters, no output schema, and safety annotations, the description plus schema provide enough context for an agent to select and invoke the tool correctly. It names the data source, scope, refresh cadence, sorting, and filtering options. It does not describe the exact output structure, but that is not essential given the tool's straightforward nature.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the parameters are already well documented. The description adds a little value by mapping 'adjust the lookback window' to the days parameter and 'filter to one country' to the country parameter, but it does not meaningfully extend the schema's explanations, especially for the limit parameter.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly identifies the tool as returning the most recently published government procurement releases, sorted newest first, with optional country and lookback-window filtering. This distinguishes it from sibling tools like oc_tender_search by framing it as the 'what public tenders just came out' view rather than a general search. The only minor blemish is that the country list omits Argentina while the schema includes it, but the core purpose is unmistakable.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear context for when to use the tool: when you need recently published tenders or contract awards across OCDS publishers, with optional country and time-window filtering. It does not explicitly name alternatives or state when not to use them, so it stops short of a 5, but the intended use case is concrete and easy to apply.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.7/5.0
Disambiguation2/5

Several tool clusters overlap heavily: ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, discover_tools, and suggest_questions all serve query/discovery purposes; polymarket_edges, polymarket_arbitrage, polymarket_edge_tracker, polymarket_fill_risk, and bet_research all target prediction-market opportunity detection. ask_pipeworx_beta is explicitly identical to ask_pipeworx right now, making the distinction essentially invisible without deep description parsing.

Naming Consistency3/5

Names mix domain prefixes (oc_*, polymarket_*, pipeworx_*), action verbs (validate_claim, resolve_entity, generate_llms_txt), and plain nouns (entity_profile, recent_alerts, recent_changes). Most are readable snake_case, but there is no uniform verb_noun or domain-first convention, so the set feels stylistically fragmented rather than patterned.

Tool Count2/5

35 tools is a heavy surface for a server ostensibly named 'Open Contracting' — only 4 of the 35 tools actually relate to open contracting data. The rest sprawl across general data lookup, prediction markets, memory, subscriptions, npm scanning, and AI visibility, making the tool count feel bloated and unfocused relative to the stated purpose.

Completeness2/5

For the open-contracting domain implied by the server name, the surface is incomplete: there is coverage metadata, search, recent releases, and process history, but no direct retrieval of a single release by ID and no broader OCDS exploration tools. As a general data/Pipeworx toolkit the coverage is wide, but the severe mismatch between the server name and the actual tool set creates a significant gap between expectation and capability.