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Stringer Grounded Synthesizer

Server Details

Grounded synthesis from public sources. 3 free calls total; then $0.10 brief or $0.25 deep via x402.

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Status
Healthy
Uptime
60.5% over 22 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
AgentStringer/grounded-synthesizer
GitHub Stars
0
Server Listing
grounded-synthesizer

TDQS

A3.7/5.0

Scored across 1 tool

Disambiguation5/5

There is only one tool, so there is nothing an agent could plausibly confuse it with. Its purpose (extractive, cited synthesis from public sources) is stated unambiguously.

Naming Consistency5/5

The single tool name 'synthesize_intelligence' follows a clean verb_noun snake_case convention. With only one name there is no inconsistency to introduce.

Tool Count2/5

A one-tool surface is far too thin for a server branded as a 'Grounded Synthesizer' covering discovery, synthesis, and provenance. There is no way to scope, filter, or refine a request beyond a single call.

Completeness2/5

The surface offers only synthesis with no companion operations such as source discovery/validation, citation formatting options, or follow-up refinement. Any workflow beyond a single free-form call is a dead end.

Available Tools

1 tool
synthesize_intelligenceAInspect

Return extractive quotations with citations and source provenance from verified public sources. The first 3 calls are free, total, with no signup and no claim header. The allowance does not reset. Free calls include web discovery when no source URLs are given.

ParametersJSON Schema
NameRequiredDescriptionDefault
depthNoResearch depth: 'brief' ($0.10, >=2 sources) or 'deep' ($0.25, >=3 sources). Default is 'brief'.
topicYesThe topic, entity, or research query to synthesize.
source_urlsNoPublic source URLs supplied by the caller. Brief requires >=2 distinct verified URLs; deep requires >=3.
domains_filterNoOptional list of domains to filter discovery.

TDQS

A3.8/5.0
Behavior4/5

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

With no annotations, the description carries the full behavioral burden, and it discloses meaningful traits: a hard quota ('first 3 calls are free, total'), no reset ('The allowance does not reset'), no signup, no claim header, and that discovery happens when source_urls is empty. These are non-obvious operational constraints that materially affect calling behavior. It does not describe auth beyond the free tier, rate limits after quota exhaustion, or latency, so it falls short of 5.

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

Conciseness4/5

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

Three sentences, front-loaded with the purpose, followed by quota and discovery behavior. Every sentence carries information (quota, no reset, discovery fallback), so there is little waste. The pricing/allowance sentences are slightly scattered but not redundant.

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?

With no output schema and no annotations, the description must carry the load, and it does describe the return shape (extractive quotations with citations and provenance) plus quota behavior. Parameters are fully documented in the schema. It is largely complete for calling correctly, though post-quota failure behavior and 'verified/claim header' details could be more explicit.

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%, so the baseline is 3, but the description adds genuine meaning beyond the schema by explaining the interaction between source_urls and discovery ('Free calls include web discovery when no source URLs are given'). That clarifies the otherwise-optional source_urls parameter's effect. Pricing/depth semantics remain in the schema rather than the description, so it is not a full 5.

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

Purpose4/5

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

The description states a specific verb and output ('Return extractive quotations with citations and source provenance') from a specific source class ('verified public sources'), so an agent can tell it is a research-synthesis tool. There are no siblings to differentiate against, and the 'synthesize scope' is clear enough. It stops short of a 5 only because the name/verb 'synthesize' is never restated in the description's own framing.

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

Usage Guidelines3/5

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

Usage context is implied: it is for producing cited quotations and mentions that free calls 'include web discovery when no source URLs are given,' which hints at the either/or input mode. However, there is no explicit when-to-use/when-not guidance or comparison to any alternative. It is adequate but leaves the agent to infer the intended scenarios.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • First observedsynthesize_intelligence

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