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Glama

charity-registry

Server Details

Search, verify, and compare 8.7M+ charities from official government registries in 60+ countries.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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Tool DescriptionsA

Average 4.4/5 across 4 of 4 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a clearly distinct purpose: search by name, lookup by registry ID, compare multiple charities, and find similar ones. No overlap or ambiguity.

Naming Consistency4/5

Most tools follow a verb_noun pattern (compare_charities, search_charities, verify_charity), but find_similar uses verb_adjective. Still, all are snake_case and the verbs are descriptive.

Tool Count5/5

Four tools is well-scoped for a charity registry: search, lookup, compare, and recommend. Each tool serves a distinct function without being too few or too many.

Completeness4/5

Core interactions are covered: searching by name, verifying by ID, comparing, and finding similar charities. Missing a direct 'get by slug' but search returns similar data, so no critical gap.

Available Tools

4 tools
compare_charitiesCompare CharitiesA
Read-onlyIdempotent
Inspect

Side-by-side comparison of 2-5 charities by slug. Returns their integrity scores, program/admin/fundraising ratios, annual revenue, founding year, foundation type, and a deterministic verdict on which has the strongest transparency signal. Use this when the user wants to choose between named charities.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugsYesCharity slugs to compare (2-5).
Behavior4/5

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

Annotations readOnlyHint=true, destructiveHint=false, idempotentHint=true are consistent with the description. Description adds value by mentioning the deterministic verdict and the exact data returned, which helps the agent understand the tool's behavior.

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?

Description is two sentences long, front-loads the main action, and includes all essential information without unnecessary words.

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

Completeness5/5

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

Given no output schema, the description thoroughly lists the return fields. The tool has only one parameter with full schema coverage, and the description covers usage and behavior completely.

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

Parameters4/5

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

Schema coverage is 100% with a single parameter 'slugs' having min/max constraints. The description adds meaning by explaining the purpose of slugs and linking them to charity identities, and by listing the returned fields.

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?

Clearly states it performs a side-by-side comparison of 2-5 charities by slug and lists specific outputs (integrity scores, ratios, revenue, etc.). It distinguishes itself from siblings like find_similar, search_charities, and verify_charity.

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?

Explicitly tells when to use this tool: 'when the user wants to choose between named charities.' While it doesn't state when not to use, the context of sibling tools makes the guidance clear.

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

find_similarFind Similar CharitiesA
Read-onlyIdempotent
Inspect

Given one charity's slug, return up to limit other charities in the same country + category. Useful for 'find more like this' recommendations. Excludes the input charity from the result.

ParametersJSON Schema
NameRequiredDescriptionDefault
slugYesSource charity slug.
limitNo
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the tool is safe. The description adds behavioral details: it excludes the input charity from results and respects a 'limit' parameter. No contradictions.

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 that are front-loaded with purpose and details. No redundant words, every sentence adds value.

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?

The tool has no output schema, but the description explains it returns 'other charities' based on simple criteria. It is sufficient for a basic recommendation tool, though more detail on the exact response structure could help.

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 50% (slug has a description, limit does not). The description clarifies that 'limit' controls the maximum number of results but does not reiterate constraints like default=8, min=1, max=20. It adds moderate value beyond the schema.

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 states that it returns similar charities based on country and category given a slug, with an explicit use case ('find more like this' recommendations). It distinguishes itself from sibling tools like 'search_charities' which are more general.

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 mentions a clear use case ('find more like this' recommendations), implying when to use the tool. However, it does not explicitly state when not to use it or provide alternatives among siblings.

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

search_charitiesSearch CharitiesA
Read-onlyIdempotent
Inspect

Search the charity registry by free-text name. Returns up to limit matches, each with slug, name, country, city/state, foundation_type, integrity_score, and the canonical page URL. Use this BEFORE resources/read when the user names a charity but you don't know its slug. The match is case-insensitive substring on the charity's name.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYesName search query, 2+ chars.
countryNoOptional ISO 3166-1 alpha-2 country filter (e.g. 'ID', 'NL').
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false. Description adds behavioral details: returns up to limit matches, case-insensitive substring matching, and lists return fields. No contradictions; adds value beyond annotations.

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 with no waste. Action verb 'Search' at start, functional scope stated, usage guidance included, return fields listed. Every sentence earns its place.

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

Completeness5/5

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

Despite no output schema, the description lists all return fields (slug, name, country, city/state, foundation_type, integrity_score, canonical URL). Combined with annotations (readOnly, idempotent) and parameter constraints, the description is complete for a search tool of this complexity.

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

Parameters4/5

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

Schema description coverage is 67% (query and country described, limit not). The description adds meaning by explaining limit controls result count and enumerates return fields, which is not in schema. Partially compensates for missing limit description.

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 states it searches the charity registry by free-text name and returns specific fields. It distinguishes from siblings by advising use before resources/read when slug unknown, contrasting with tools like compare_charities or find_similar which likely require slug or different operations.

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 explicitly says 'Use this BEFORE resources/read when the user names a charity but you don't know its slug,' providing clear when-to-use guidance. It implicitly indicates when not to use (when slug known) but does not discuss alternatives among sibling tools, though context is strong.

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

verify_charityVerify Charity RegistrationA
Read-onlyIdempotent
Inspect

Look up a charity by its official registry identifier - EIN (US), Charity Commission number (GB), RSIN (NL), AHU/Kemenkumham reg number (ID), or a generic registration_number for other countries. Returns the matched charity or null. Use this when the user provides a registry number and wants to confirm what's registered under it.

ParametersJSON Schema
NameRequiredDescriptionDefault
countryYesISO 3166-1 alpha-2 country code.
id_valueYesThe registration / EIN / charity number.
Behavior3/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, so the description's addition of 'Returns the matched charity or null' provides marginal value beyond the structured data. The description does not add significant behavioral context beyond what annotations convey.

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?

The description is two sentences, front-loaded with the action, and every word adds value. No redundant or filler content.

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

Completeness5/5

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

For a simple lookup tool with complete parameter coverage, annotations, and no output schema, the description sufficiently explains the return value and usage context. No gaps remain.

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

Parameters4/5

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

Schema already fully describes both parameters with 100% coverage. The description adds valuable meaning by listing country-specific registry identifiers (EIN, Charity Commission number, etc.), which helps the agent understand the parameter semantics beyond the schema.

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 states the verb 'Look up' and the resource 'charity by its official registry identifier'. It distinguishes itself from sibling tools like compare_charities, find_similar, and search_charities by focusing on verification via registry number.

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?

Explicitly states when to use: 'Use this when the user provides a registry number and wants to confirm what's registered under it.' Does not explicitly mention when not to use, but the context and sibling tool names provide clear differentiation.

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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