Robin Saige we check the tools AI agents call

Fodda Topic & Trend Research

ai.fodda/topic-research

Trend, stats & insight search across PSFK expert graphs with citable sources.

— the operator's own registry description reported

Publisher ai.fodda · first seen 2026-08-12 · endpoint https://mcp.fodda.ai/topic-research

allow
verdict
mid-shared
cluster
ok_tools
answers
15
tools served

Dependency rating derived

allow — mid-shared — safe to depend on

Cluster mid-shared · distinctiveness 0.432 (moderate). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency311 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools15
vs populationmid
capabilities3
harnessA
Trust — can it rely on it?
identityshared
servers on its host5
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_8f52d541c482f197b1977e96 · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

check_supplemental_status generate_visual get_capabilities get_evidence get_label_values get_my_account get_neighbors get_node get_supplemental_context get_validated_trends list_graphs read_url search_graph search_insights search_statistics

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band A — an agent can pick and call these reliably.

legibility checktools passingok
name is clear & specific15/15
has a description15/15
description is substantive15/15
parameters are typed15/15
parameters are described15/15

15 of 15 tools graded · 15 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

0/0 answers agree with the published primary source · 2 unverifiable.

claim classkeyverdictprimary source
tariff-duty6109.10.00unverifiableus-hts
tariff-duty8471.30.01unverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
1.46.16
server version fodda_mcp

Capabilities: prompts resources tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:35Zok_tools2003112025-06-18
2026-08-12T05:32:53Zok_tools2002512025-06-18

Watch or embed this verdict

verdict badge

Operators: put the live verdict in your README — it updates with every census, links back here, and is a dated observation, never a warranty:

[![Robin Saige verdict](https://robinsaige.com/badge/ai.fodda/topic-research.svg)](https://robinsaige.com/s/ai.fodda/topic-research)

Depend on it? Subscribe to its change feed — outcome changes and confirmed drift, no account needed. Building on it? The full dossier as JSON — verdict, rating, truth checks, history — stable enough to gate CI on.

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