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Search research projects

search_projects
Read-onlyIdempotent

Search project names, descriptions and membership. Returns cited summaries and item counts; use get_project for detail.

Input Schema

NameRequiredDescriptionDefault
limitNoDefault 25, max 100
memberNoA project member's name; either order works
offsetNo
keywordNoMatches the project name, an acronym or the description
universityNoubt | unilag | ujkz | ufba | external — code or name. A data facet, not a full AMRC list
institutionNoFunding/affiliated institution name, partial
research_sectionNoName or id, e.g. 'Knowledges'
principal_investigatorNoA PI name; either order works ('Erdmute Alber' finds 'Alber, Erdmute')

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / principal_investigator / description
      Previous value: -"A PI name; either order works ('Oliver Baumann' finds 'Baumann, Oliver')"New value: +"A PI name; either order works ('Erdmute Alber' finds 'Alber, Erdmute')"
  2. Changed8 schema fields changed
    • addedInput schema / properties / institution / maxLength
      Added value: +1000
    • changedInput schema / properties / keyword / description
      Previous value: -"Matches the project name or description"New value: +"Matches the project name, an acronym or the description"
    • addedInput schema / properties / keyword / maxLength
      Added value: +1000
    • addedInput schema / properties / member / maxLength
      Added value: +1000
    • addedInput schema / properties / principal_investigator / maxLength
      Added value: +1000
    • changedInput schema / properties / research_section / description
      Previous value: -"e.g. 'Knowledges', 'Moralities'"New value: +"Name or id, e.g. 'Knowledges'"
    • addedInput schema / properties / research_section / maxLength
      Added value: +1000
    • addedInput schema / properties / university / maxLength
      Added value: +1000
  3. First observed

TDQS

A4/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so safety is covered. The description adds return-format context (cited summaries and item counts), which is useful given there is no output schema, but it does not describe pagination behavior or ranking.

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

Conciseness5/5

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

Two sentences, both front-loaded and waste-free. The first states scope and the second states output plus the routing alternative.

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 an 8-parameter, no-required-parameter search tool with 88% schema coverage and rich annotations, the description covers purpose, scope, return shape, and the key alternative. The main missing piece is pagination or result-set behavior, but that is partially addressed by the schema's limit and offset fields.

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 88%, so the schema already documents nearly all parameters, including limit defaults, keyword matching, university facets, and PI name-order behavior. The description adds no meaningful parameter semantics beyond that, so baseline 3 is appropriate.

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 states a specific verb (search) and resource (projects), and names the exact fields searched: names, descriptions, and membership. It also explicitly distinguishes itself from the sibling get_project, so an agent can choose between them without opening either schema.

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?

It gives a clear usage signal by directing the agent to get_project for detail, which implies search_projects is for discovery and summarized results. It does not spell out explicit exclusions or when-not-to-use conditions beyond that, but the alternative is named.

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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