Robin Saige we check the tools AI agents call

DalalOS

io.github.aatharva16/dalalos

Indian NSE/BSE research data and mechanically-computed ratios; read-only market tools.

— the operator's own registry description reported

Publisher io.github.aatharva16 · first seen 2026-08-12 · endpoint https://mcp.dalalos.in/mcp

allow
verdict
rich-slow-solo
cluster
ok_tools
answers
60
tools served

Dependency rating derived

allow
allow — alive & usable · retrieval-public ● · V3 has answer key ◐
allow — because answers ●, 60 tools legible (band B) ●, no confirmed drift in 7 probes ●; not yet checked: truth (2 attempts unverifiable, 0 disagreements)

Cluster rich-slow-solo · distinctiveness 0.819 (unusual). Every figure is a percentile or class within the 19,148-server censussee the whole spectrum.

Does it answer? Q1 · observed
answersalive_tools
latency380 ms
vs populationslow
protocolcurrent
authopen
Can it be used? Q4 · observed
tools60
vs populationhigh
capabilities4
harnessB
Did it hold when checked? Q3–Q4 · derived
identitysolo
servers on its host1
verifiabilityunassessed
duplicate inventoryno
drift events0
answers true0/0 agree

🔏 Signed receipt rr_1191df52347206fdf987648a · 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.

Q1Does it answer?alive & usable — 7 probes ●evidence ↓
Q2What is it?retrieval-public ● evidence ↓
Q3Can it be checked?V3 has answer key ◐evidence ↓
Q4Did it hold?harness B · truth not yet run · no drift ●evidence ↓
Q5What company does it keep?rich-slow-solo · 1 on its host (context, not verdict) ◐evidence ↓

● observed · ◐ derived · ○ reported — the verdict synthesizes Q1–Q4; Q5 is context. Methodology →

History observed

Every probe we made, oldest → newest (7 shown, 2026-08-12 → 2026-09-13). 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 (2 events)
datetypewhat changed
2026-09-13outcomeok_tools (was auth_required)
2026-08-12outcomefirst probe: auth_required

What kind of tools these are derived

Verification only means something relative to a tool's NATURE — an email-sender has no "true answer", a generator has no answer key. Classification evidence: classified from tool names/descriptions/annotations WE OBSERVED. What checking applies to each kind (the full methodology →):

naturetoolsmeaning what checking applies
retrieval-public51serves public factstruth-checkable against a public source — the V-ladder applies in full
computational4deterministic transformsself-checkable by re-computation and known-answer tests
action2changes the worldno true answer exists; we check the CONTRACT (destructive/read-only/idempotent declarations, error legibility) and never fire real actions
generative2creates contentno answer key exists; disclosure + stability checks, never truth verdicts
predictive1claims about the futurescoreable only in retrospect — the archive scores yesterday's predictions against today's outcome

Tools last seen observed

add_to_watchlist get_announcement_bucket get_batch_quotes get_brsr get_bulk_block_deals get_company_exposures get_company_macro_exposures get_company_operating_metrics get_company_profile get_company_report get_corporate_actions get_data_freshness get_delivery_trends get_derivatives_positioning get_dividends get_event_context get_fii_activity get_fii_dii_flow get_filing_extract get_financial_trends get_financials get_fno_ban_list get_fo_participant_activity get_fx_reference_rates get_index_valuation get_india_vix get_ipos get_macro_indicators get_market_breadth get_market_calendar get_market_fii_dii_flow get_market_heatmap get_peer_comparison get_pledge_trend get_price_history get_relevant_peers get_returns get_sector_fii_flow get_sector_overview get_shareholding get_stock_events get_stock_fii_flow get_stock_quote get_technical_indicators get_top_movers get_upcoming_results get_valuation_history get_watchlist list_announcement_buckets list_index_constituents list_index_valuations list_indices list_preset_screens ping remove_from_watchlist run_preset_screen screen_by_query screen_stocks search_company_disclosures search_stocks

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 B — usable, with rough edges.

legibility checktools passingok
name is clear & specific60/60
has a description60/60
description is substantive60/60
parameters are typed60/60
parameters are described8/608/60

60 of 60 tools graded · 60 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

Not yet confirmed — 2 attempt(s) currently unverifiable (rate limits, walls, or unmappable schemas — never counted against the server) · 0 disagreements.

claim classkeyverdictprimary source
tariff-duty0901.21.00unverifiableus-hts
tariff-duty6109.10.00unverifiableus-hts

Protocol conformance observed

2025-06-18
protocol version
session model
1.28.1
server version dalalos

Capabilities: experimental prompts resources tools

Drift observed

No confirmed drift on record. Baseline set 2026-09-13; changes appear here after human review.

raw probe records
probed (UTC) outcomehttpmsprotocol
2026-09-13T06:16:25Zok_tools2003802025-06-18
2026-09-06T06:15:40Zauth_required401365
2026-08-30T06:15:16Zauth_required401375
2026-08-23T06:13:06Zauth_required401347
2026-08-16T06:12:53Zauth_required401349
2026-08-14T19:59:20Zauth_required401368
2026-08-12T05:34:33Zauth_required401343

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/io.github.aatharva16/dalalos.svg)](https://robinsaige.com/s/io.github.aatharva16/dalalos)

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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