# Sitemap — algovigilance.com

Static URLs + the 279-category inventory. Per-tool URLs (3059 of them) follow the pattern `/tools/<category>__<tool>` and are enumerable via `POST /api/mcp` with method `tools/list` — see the MCP endpoint section below.

## Discovery

- [/](/) · [.md](/index.md) — homepage
- [/AGENTS.md](/AGENTS.md) — Linux Foundation AGENTS.md spec
- [/llms.txt](/llms.txt) — AEO discovery summary
- [/agent-permissions.json](/agent-permissions.json) — allow/deny + rate limits
- [/robots.txt](/robots.txt) — crawl policy
- [/sitemap.md](/sitemap.md) — this page

## MCP endpoint

- [/api/mcp](/api/mcp) — JSON-RPC 2.0 (MCP 2025-03-26)

Enumerate every per-tool URL with input schemas:

```json
POST /api/mcp
Content-Type: application/json

{ "jsonrpc": "2.0", "id": 1, "method": "tools/list" }
```

## Tool index

- [/tools](/tools) · [.md](/tools.md) — category index (279 categories). Full 3059-tool enumeration via POST /api/mcp tools/list.

## Categories

| Category | Tools | Sample URL |
| --- | ---: | --- |
| `microgram` | 969 | [/tools/microgram__list-chains](/tools/microgram__list-chains) |
| `pv-compute` | 45 | [/tools/pv-compute__pv-axioms-domain-dashboard](/tools/pv-compute__pv-axioms-domain-dashboard) |
| `body-systems` | 40 | [/tools/body-systems__cardio-blood-health](/tools/body-systems__cardio-blood-health) |
| `devtools` | 40 | [/tools/devtools__analyze-patterns](/tools/devtools__analyze-patterns) |
| `stem` | 38 | [/tools/stem__stem-bio-behavior-profile](/tools/stem__stem-bio-behavior-profile) |
| `observatory` | 32 | [/tools/observatory__viz-ae-overlay](/tools/observatory__viz-ae-overlay) |
| `skills` | 24 | [/tools/skills__skill-categories-compute-intensive](/tools/skills__skill-categories-compute-intensive) |
| `molecular-biology` | 23 | [/tools/molecular-biology__chemotaxis-gradient](/tools/molecular-biology__chemotaxis-gradient) |
| `science` | 22 | [/tools/science__compute-target-score](/tools/science__compute-target-score) |
| `vigil` | 21 | [/tools/vigil__vigil-authority-config](/tools/vigil__vigil-authority-config) |
| `forge` | 20 | [/tools/forge__forge-atomize](/tools/forge__forge-atomize) |
| `gcloud` | 19 | [/tools/gcloud__gcloud-auth-list](/tools/gcloud__gcloud-auth-list) |
| `wolfram` | 19 | [/tools/wolfram__wolfram-astronomy](/tools/wolfram__wolfram-astronomy) |
| `chemistry` | 18 | [/tools/chemistry__chemistry-buffer-capacity](/tools/chemistry__chemistry-buffer-capacity) |
| `fda` | 18 | [/tools/fda__fda-assess-risk](/tools/fda__fda-assess-risk) |
| `calculate` | 17 | [/tools/calculate__assess-naranjo-causality](/tools/calculate__assess-naranjo-causality) |
| `cloud` | 17 | [/tools/cloud__cloud-anomaly-detect](/tools/cloud__cloud-anomaly-detect) |
| `education` | 17 | [/tools/education__edu-assess](/tools/education__edu-assess) |
| `graph-ops` | 17 | [/tools/graph-ops__aggregate-fold](/tools/graph-ops__aggregate-fold) |
| `learning` | 17 | [/tools/learning__learn-assimilate](/tools/learning__learn-assimilate) |
| `reg-intel` | 17 | [/tools/reg-intel__fhir-adverse-event-to-signal](/tools/reg-intel__fhir-adverse-event-to-signal) |
| `anatomy` | 16 | [/tools/anatomy__anatomy-blast-radius](/tools/anatomy__anatomy-blast-radius) |
| `nlm` | 16 | [/tools/nlm__nlm-add-notebook](/tools/nlm__nlm-add-notebook) |
| `org-mgmt` | 16 | [/tools/org-mgmt__organize-analyze](/tools/org-mgmt__organize-analyze) |
| `faers` | 15 | [/tools/faers__faers-compare-drugs](/tools/faers__faers-compare-drugs) |
| `ops-monitoring` | 15 | [/tools/ops-monitoring__drift-detect](/tools/ops-monitoring__drift-detect) |
| `primitives` | 15 | [/tools/primitives__analyze-boundary](/tools/primitives__analyze-boundary) |
| `agent-intel` | 14 | [/tools/agent-intel__causality-rucam](/tools/agent-intel__causality-rucam) |
| `brain` | 14 | [/tools/brain__artifact-diff](/tools/brain__artifact-diff) |
| `insight` | 14 | [/tools/insight__insight-compress](/tools/insight__insight-compress) |
| `audio` | 13 | [/tools/audio__audio-codec-catalog](/tools/audio__audio-codec-catalog) |
| `chemivigilance` | 13 | [/tools/chemivigilance__alert-library](/tools/chemivigilance__alert-library) |
| `foundation` | 13 | [/tools/foundation__foundation-concept-grep](/tools/foundation__foundation-concept-grep) |
| `governance` | 13 | [/tools/governance__ccim-assess](/tools/governance__ccim-assess) |
| `guardian` | 13 | [/tools/guardian__guardian-actuators-list](/tools/guardian__guardian-actuators-list) |
| `combinatorics` | 12 | [/tools/combinatorics__binomial](/tools/combinatorics__binomial) |
| `government` | 12 | [/tools/government__fed-budget-report](/tools/government__fed-budget-report) |
| `pharma` | 12 | [/tools/pharma__pharma-boxed-warnings](/tools/pharma__pharma-boxed-warnings) |
| `process-control` | 12 | [/tools/process-control__ccp-dose-compute](/tools/process-control__ccp-dose-compute) |
| `rust-dev` | 12 | [/tools/rust-dev__rust-dev-borrow-explain](/tools/rust-dev__rust-dev-borrow-explain) |
| `signal-detection` | 12 | [/tools/signal-detection__signal-batch](/tools/signal-detection__signal-batch) |
| `epidemiology` | 11 | [/tools/epidemiology__attributable-fraction](/tools/epidemiology__attributable-fraction) |
| `openfda` | 11 | [/tools/openfda__openfda-device-events](/tools/openfda__openfda-device-events) |
| `claude-ai` | 10 | [/tools/claude-ai__claude-fs-backup-now](/tools/claude-ai__claude-fs-backup-now) |
| `foundry` | 10 | [/tools/foundry__foundry-cascade-validate](/tools/foundry__foundry-cascade-validate) |
| `mesh` | 10 | [/tools/mesh__mesh-consistency](/tools/mesh__mesh-consistency) |
| `preemptive-pv` | 10 | [/tools/preemptive-pv__evaluate](/tools/preemptive-pv__evaluate) |
| `pv-engine` | 10 | [/tools/pv-engine__assess-naranjo](/tools/pv-engine__assess-naranjo) |
| `quality-engine` | 10 | [/tools/quality-engine__quality-gradient](/tools/quality-engine__quality-gradient) |
| `security` | 10 | [/tools/security__dhs-verify-boundary](/tools/security__dhs-verify-boundary) |
| `sos` | 10 | [/tools/sos__sos-audit](/tools/sos__sos-audit) |
| `trial` | 10 | [/tools/trial__trial-adapt-decide](/tools/trial__trial-adapt-decide) |
| `word` | 10 | [/tools/word__word-align-up](/tools/word__word-align-up) |
| `code-analysis` | 9 | [/tools/code-analysis__ast-query-file](/tools/code-analysis__ast-query-file) |
| `compilation` | 9 | [/tools/compilation__compilation-abstraction-levels](/tools/compilation__compilation-abstraction-levels) |
| `dcs` | 9 | [/tools/dcs__get-character-appearances](/tools/dcs__get-character-appearances) |
| `pipeline` | 9 | [/tools/pipeline__pipeline-batch-compute](/tools/pipeline__pipeline-batch-compute) |
| `telemetry` | 9 | [/tools/telemetry__telemetry-by-tool](/tools/telemetry__telemetry-by-tool) |
| `watchtower` | 9 | [/tools/watchtower__watchtower-active-sessions](/tools/watchtower__watchtower-active-sessions) |
| `api-fda-gov` | 8 | [/tools/api-fda-gov__get-drug-characterization](/tools/api-fda-gov__get-drug-characterization) |
| `clinicaltrials-gov` | 8 | [/tools/clinicaltrials-gov__compare-trial-arms](/tools/clinicaltrials-gov__compare-trial-arms) |
| `cognition` | 8 | [/tools/cognition__cognition-analyze](/tools/cognition__cognition-analyze) |
| `engram` | 8 | [/tools/engram__engram-by-source](/tools/engram__engram-by-source) |
| `highway` | 8 | [/tools/highway__highway-classify](/tools/highway__highway-classify) |
| `jeopardy` | 8 | [/tools/jeopardy__jeopardy-board-control-value](/tools/jeopardy__jeopardy-board-control-value) |
| `registry` | 8 | [/tools/registry__registry-assess-all](/tools/registry__registry-assess-all) |
| `signal-theory` | 8 | [/tools/signal-theory__cascade](/tools/signal-theory__cascade) |
| `stoichiometry` | 8 | [/tools/stoichiometry__decode](/tools/stoichiometry__decode) |
| `trust` | 8 | [/tools/trust__trust-decide](/tools/trust__trust-decide) |
| `user` | 8 | [/tools/user__user-change-password](/tools/user__user-change-password) |
| `abbvie-com` | 7 | [/tools/abbvie-com__get-head-to-head](/tools/abbvie-com__get-head-to-head) |
| `alexion-com` | 7 | [/tools/alexion-com__get-head-to-head](/tools/alexion-com__get-head-to-head) |
| `amgen-com` | 7 | [/tools/amgen-com__get-head-to-head](/tools/amgen-com__get-head-to-head) |
| `api-pharmgkb-org` | 7 | [/tools/api-pharmgkb-org__get-clinical-annotations](/tools/api-pharmgkb-org__get-clinical-annotations) |
| `astellas-com` | 7 | [/tools/astellas-com__get-head-to-head](/tools/astellas-com__get-head-to-head) |
| `astrazeneca-com` | 7 | [/tools/astrazeneca-com__get-head-to-head](/tools/astrazeneca-com__get-head-to-head) |
| `bayer-com` | 7 | [/tools/bayer-com__get-head-to-head](/tools/bayer-com__get-head-to-head) |
| `biogen-com` | 7 | [/tools/biogen-com__get-head-to-head](/tools/biogen-com__get-head-to-head) |
| `bms-com` | 7 | [/tools/bms-com__get-head-to-head](/tools/bms-com__get-head-to-head) |
| `boehringer-ingelheim-com` | 7 | [/tools/boehringer-ingelheim-com__get-head-to-head](/tools/boehringer-ingelheim-com__get-head-to-head) |
| `celltrion-com` | 7 | [/tools/celltrion-com__get-head-to-head](/tools/celltrion-com__get-head-to-head) |
| `chembl` | 7 | [/tools/chembl__get-molecule](/tools/chembl__get-molecule) |
| `cioms-ch` | 7 | [/tools/cioms-ch__get-causality-categories](/tools/cioms-ch__get-causality-categories) |
| `cipla-com` | 7 | [/tools/cipla-com__get-head-to-head](/tools/cipla-com__get-head-to-head) |
| `compound` | 7 | [/tools/compound__compound-cache-count](/tools/compound__compound-cache-count) |
| `content` | 7 | [/tools/content__brand-decomposition-get](/tools/content__brand-decomposition-get) |
| `crystalbook` | 7 | [/tools/crystalbook__diagnose](/tools/crystalbook__diagnose) |
| `cspc-com-hk` | 7 | [/tools/cspc-com-hk__get-head-to-head](/tools/cspc-com-hk__get-head-to-head) |
| `daiichisankyo-com` | 7 | [/tools/daiichisankyo-com__get-head-to-head](/tools/daiichisankyo-com__get-head-to-head) |
| `dataframe` | 7 | [/tools/dataframe__create](/tools/dataframe__create) |
| `drreddys-com` | 7 | [/tools/drreddys-com__get-head-to-head](/tools/drreddys-com__get-head-to-head) |
| `ebi-ac-uk` | 7 | [/tools/ebi-ac-uk__get-compound](/tools/ebi-ac-uk__get-compound) |
| `eisai-com` | 7 | [/tools/eisai-com__get-head-to-head](/tools/eisai-com__get-head-to-head) |
| `eudravigilance-ema-europa-eu` | 7 | [/tools/eudravigilance-ema-europa-eu__get-age-sex-distribution](/tools/eudravigilance-ema-europa-eu__get-age-sex-distribution) |
| `fda-gov` | 7 | [/tools/fda-gov__get-boxed-warning](/tools/fda-gov__get-boxed-warning) |
| `gilead-com` | 7 | [/tools/gilead-com__get-head-to-head](/tools/gilead-com__get-head-to-head) |
| `go-drugbank-com` | 7 | [/tools/go-drugbank-com__get-adverse-effects](/tools/go-drugbank-com__get-adverse-effects) |
| `grounded` | 7 | [/tools/grounded__grounded-compose](/tools/grounded__grounded-compose) |
| `gsheets` | 7 | [/tools/gsheets__gsheets-append](/tools/gsheets__gsheets-append) |
| `gsk-com` | 7 | [/tools/gsk-com__get-head-to-head](/tools/gsk-com__get-head-to-head) |
| `hengrui-com` | 7 | [/tools/hengrui-com__get-head-to-head](/tools/hengrui-com__get-head-to-head) |
| `ich-org` | 7 | [/tools/ich-org__get-e2b-data-elements](/tools/ich-org__get-e2b-data-elements) |
| `incyte-com` | 7 | [/tools/incyte-com__get-head-to-head](/tools/incyte-com__get-head-to-head) |
| `ipsen-com` | 7 | [/tools/ipsen-com__get-head-to-head](/tools/ipsen-com__get-head-to-head) |
| `jazzpharma-com` | 7 | [/tools/jazzpharma-com__get-head-to-head](/tools/jazzpharma-com__get-head-to-head) |
| `jnj-com` | 7 | [/tools/jnj-com__get-head-to-head](/tools/jnj-com__get-head-to-head) |
| `lilly-com` | 7 | [/tools/lilly-com__get-head-to-head](/tools/lilly-com__get-head-to-head) |
| `lupin-com` | 7 | [/tools/lupin-com__get-head-to-head](/tools/lupin-com__get-head-to-head) |
| `measure` | 7 | [/tools/measure__measure-compare](/tools/measure__measure-compare) |
| `meddra-org` | 7 | [/tools/meddra-org__get-hierarchy-overview](/tools/meddra-org__get-hierarchy-overview) |
| `menarini-com` | 7 | [/tools/menarini-com__get-head-to-head](/tools/menarini-com__get-head-to-head) |
| `merck-com` | 7 | [/tools/merck-com__get-head-to-head](/tools/merck-com__get-head-to-head) |
| `moderna-com` | 7 | [/tools/moderna-com__get-head-to-head](/tools/moderna-com__get-head-to-head) |
| `novartis-com` | 7 | [/tools/novartis-com__get-head-to-head](/tools/novartis-com__get-head-to-head) |
| `novonordisk-com` | 7 | [/tools/novonordisk-com__get-head-to-head](/tools/novonordisk-com__get-head-to-head) |
| `open-vigil-fr` | 7 | [/tools/open-vigil-fr__compare-drugs](/tools/open-vigil-fr__compare-drugs) |
| `opentargets` | 7 | [/tools/opentargets__get-disease](/tools/opentargets__get-disease) |
| `oracle` | 7 | [/tools/oracle__oracle-ingest](/tools/oracle__oracle-ingest) |
| `pfizer-com` | 7 | [/tools/pfizer-com__get-head-to-head](/tools/pfizer-com__get-head-to-head) |
| `power-systems` | 7 | [/tools/power-systems__calculate-casimir-energy](/tools/power-systems__calculate-casimir-energy) |
| `pubmed-ncbi-nlm-nih-gov` | 7 | [/tools/pubmed-ncbi-nlm-nih-gov__get-abstract](/tools/pubmed-ncbi-nlm-nih-gov__get-abstract) |
| `recalls-rappels-canada-ca` | 7 | [/tools/recalls-rappels-canada-ca__get-clinical-trial-database](/tools/recalls-rappels-canada-ca__get-clinical-trial-database) |
| `reddit` | 7 | [/tools/reddit__reddit-authenticate](/tools/reddit__reddit-authenticate) |
| `regeneron-com` | 7 | [/tools/regeneron-com__get-head-to-head](/tools/regeneron-com__get-head-to-head) |
| `roche-com` | 7 | [/tools/roche-com__get-head-to-head](/tools/roche-com__get-head-to-head) |
| `samsungbioepis-com` | 7 | [/tools/samsungbioepis-com__get-head-to-head](/tools/samsungbioepis-com__get-head-to-head) |
| `sanofi-com` | 7 | [/tools/sanofi-com__get-head-to-head](/tools/sanofi-com__get-head-to-head) |
| `seagen-com` | 7 | [/tools/seagen-com__get-head-to-head](/tools/seagen-com__get-head-to-head) |
| `servier-com` | 7 | [/tools/servier-com__get-head-to-head](/tools/servier-com__get-head-to-head) |
| `station` | 7 | [/tools/station__station-add-tool](/tools/station__station-add-tool) |
| `suit-sensors` | 7 | [/tools/suit-sensors__calibrate-imu](/tools/suit-sensors__calibrate-imu) |
| `sunpharma-com` | 7 | [/tools/sunpharma-com__get-head-to-head](/tools/sunpharma-com__get-head-to-head) |
| `takeda-com` | 7 | [/tools/takeda-com__get-head-to-head](/tools/takeda-com__get-head-to-head) |
| `temporal` | 7 | [/tools/temporal__chrono-duration](/tools/temporal__chrono-duration) |
| `tevapharm-com` | 7 | [/tools/tevapharm-com__get-head-to-head](/tools/tevapharm-com__get-head-to-head) |
| `ucb-com` | 7 | [/tools/ucb-com__get-head-to-head](/tools/ucb-com__get-head-to-head) |
| `vigiaccess-org` | 7 | [/tools/vigiaccess-org__get-adverse-reactions](/tools/vigiaccess-org__get-adverse-reactions) |
| `vrtx-com` | 7 | [/tools/vrtx-com__get-head-to-head](/tools/vrtx-com__get-head-to-head) |
| `who-umc-org` | 7 | [/tools/who-umc-org__get-adverse-reaction-terminology](/tools/who-umc-org__get-adverse-reaction-terminology) |
| `accessdata-fda-gov` | 6 | [/tools/accessdata-fda-gov__get-approval-history](/tools/accessdata-fda-gov__get-approval-history) |
| `adventure` | 6 | [/tools/adventure__adventure-measure](/tools/adventure__adventure-measure) |
| `aemps-gob-es` | 6 | [/tools/aemps-gob-es__get-aemps-rmp](/tools/aemps-gob-es__get-aemps-rmp) |
| `aifa-gov-it` | 6 | [/tools/aifa-gov-it__get-aifa-rmp](/tools/aifa-gov-it__get-aifa-rmp) |
| `algovigilance` | 6 | [/tools/algovigilance__dedup-batch](/tools/algovigilance__dedup-batch) |
| `asm` | 6 | [/tools/asm__asm-history](/tools/asm__asm-history) |
| `benefit-risk` | 6 | [/tools/benefit-risk__compute-qbr](/tools/benefit-risk__compute-qbr) |
| `bfarm-de` | 6 | [/tools/bfarm-de__get-fachinformation](/tools/bfarm-de__get-fachinformation) |
| `cargo` | 6 | [/tools/cargo__cargo-build](/tools/cargo__cargo-build) |
| `cep` | 6 | [/tools/cep__cep-classify-primitive](/tools/cep__cep-classify-primitive) |
| `compounding` | 6 | [/tools/compounding__compounding-loop-health](/tools/compounding__compounding-loop-health) |
| `cortex` | 6 | [/tools/cortex__cortex-download-model](/tools/cortex__cortex-download-model) |
| `ctdbase-org` | 6 | [/tools/ctdbase-org__get-chemical-diseases](/tools/ctdbase-org__get-chemical-diseases) |
| `daemon` | 6 | [/tools/daemon__get-aip-inventory](/tools/daemon__get-aip-inventory) |
| `dailymed-nlm-nih-gov` | 6 | [/tools/dailymed-nlm-nih-gov__get-adverse-reactions](/tools/dailymed-nlm-nih-gov__get-adverse-reactions) |
| `dna` | 6 | [/tools/dna__align-sequences](/tools/dna__align-sequences) |
| `ema-europa-eu` | 6 | [/tools/ema-europa-eu__get-epar](/tools/ema-europa-eu__get-epar) |
| `en-wikipedia-org` | 6 | [/tools/en-wikipedia-org__get-article-sections](/tools/en-wikipedia-org__get-article-sections) |
| `energy` | 6 | [/tools/energy__analyze-waste](/tools/energy__analyze-waste) |
| `flywheel` | 6 | [/tools/flywheel__flywheel-cascade](/tools/flywheel__flywheel-cascade) |
| `glass` | 6 | [/tools/glass__conservation](/tools/glass__conservation) |
| `harm-taxonomy` | 6 | [/tools/harm-taxonomy__axiom-connection](/tools/harm-taxonomy__axiom-connection) |
| `immunity` | 6 | [/tools/immunity__immunity-get](/tools/immunity__immunity-get) |
| `jupyter` | 6 | [/tools/jupyter__jupyter-kernels](/tools/jupyter__jupyter-kernels) |
| `medlineplus-gov` | 6 | [/tools/medlineplus-gov__get-breadcrumb](/tools/medlineplus-gov__get-breadcrumb) |
| `ncbi` | 6 | [/tools/ncbi__ncbi-efetch](/tools/ncbi__ncbi-efetch) |
| `platform-api-opentargets-org` | 6 | [/tools/platform-api-opentargets-org__get-associations](/tools/platform-api-opentargets-org__get-associations) |
| `pmda-go-jp` | 6 | [/tools/pmda-go-jp__get-adverse-reactions](/tools/pmda-go-jp__get-adverse-reactions) |
| `reactome-org` | 6 | [/tools/reactome-org__get-disease-pathways](/tools/reactome-org__get-disease-pathways) |
| `regulatory-mesh` | 6 | [/tools/regulatory-mesh__compare-classification-systems](/tools/regulatory-mesh__compare-classification-systems) |
| `rest-uniprot-org` | 6 | [/tools/rest-uniprot-org__get-protein](/tools/rest-uniprot-org__get-protein) |
| `rxnav-nlm-nih-gov` | 6 | [/tools/rxnav-nlm-nih-gov__get-drug-classes](/tools/rxnav-nlm-nih-gov__get-drug-classes) |
| `tga-gov-au` | 6 | [/tools/tga-gov-au__get-adr-reports](/tools/tga-gov-au__get-adr-reports) |
| `vigil-governor` | 6 | [/tools/vigil-governor__vigil-policy-evaluate](/tools/vigil-governor__vigil-policy-evaluate) |
| `vigilance` | 6 | [/tools/vigilance__harm-classify](/tools/vigilance__harm-classify) |
| `vigilbrowser` | 6 | [/tools/vigilbrowser__action](/tools/vigilbrowser__action) |
| `web-autonomy` | 6 | [/tools/web-autonomy__web-crawl](/tools/web-autonomy__web-crawl) |
| `anvisa-gov-br` | 5 | [/tools/anvisa-gov-br__get-notivisa-reports](/tools/anvisa-gov-br__get-notivisa-reports) |
| `arp-oauth` | 5 | [/tools/arp-oauth__arp_app_register](/tools/arp-oauth__arp_app_register) |
| `ats` | 5 | [/tools/ats__assess-experience](/tools/ats__assess-experience) |
| `autopilot` | 5 | [/tools/autopilot__claude-terminal](/tools/autopilot__claude-terminal) |
| `cccp` | 5 | [/tools/cccp__epa-readiness](/tools/cccp__epa-readiness) |
| `cdsco-gov-in` | 5 | [/tools/cdsco-gov-in__get-pharmacovigilance-reports](/tools/cdsco-gov-in__get-pharmacovigilance-reports) |
| `cofepris-gob-mx` | 5 | [/tools/cofepris-gob-mx__get-pharmacovigilance-reports](/tools/cofepris-gob-mx__get-pharmacovigilance-reports) |
| `comm-engine` | 5 | [/tools/comm-engine__comm-recommend-protocol](/tools/comm-engine__comm-recommend-protocol) |
| `dgidb` | 5 | [/tools/dgidb__get-drug-interactions](/tools/dgidb__get-drug-interactions) |
| `dtree` | 5 | [/tools/dtree__feature-importance](/tools/dtree__feature-importance) |
| `fda-gov-ph` | 5 | [/tools/fda-gov-ph__get-pharmacovigilance-reports](/tools/fda-gov-ph__get-pharmacovigilance-reports) |
| `fda-gov-tw` | 5 | [/tools/fda-gov-tw__get-pharmacovigilance-reports](/tools/fda-gov-tw__get-pharmacovigilance-reports) |
| `fda-moph-go-th` | 5 | [/tools/fda-moph-go-th__get-pharmacovigilance-reports](/tools/fda-moph-go-th__get-pharmacovigilance-reports) |
| `formula` | 5 | [/tools/formula__domain-distance](/tools/formula__domain-distance) |
| `helix` | 5 | [/tools/helix__advance](/tools/helix__advance) |
| `linguistics` | 5 | [/tools/linguistics__caesura-metrics](/tools/linguistics__caesura-metrics) |
| `marketing` | 5 | [/tools/marketing__capability-count](/tools/marketing__capability-count) |
| `mfds-go-kr` | 5 | [/tools/mfds-go-kr__get-pharmacovigilance-reports](/tools/mfds-go-kr__get-pharmacovigilance-reports) |
| `ml-pipeline` | 5 | [/tools/ml-pipeline__ml-evaluate](/tools/ml-pipeline__ml-evaluate) |
| `multiregional` | 5 | [/tools/multiregional__assess-global-safety](/tools/multiregional__assess-global-safety) |
| `nmpa-gov-cn` | 5 | [/tools/nmpa-gov-cn__get-pharmacovigilance-reports](/tools/nmpa-gov-cn__get-pharmacovigilance-reports) |
| `pharmacokinetics` | 5 | [/tools/pharmacokinetics__pk-auc](/tools/pharmacokinetics__pk-auc) |
| `pom-go-id` | 5 | [/tools/pom-go-id__get-pharmacovigilance-reports](/tools/pom-go-id__get-pharmacovigilance-reports) |
| `roszdravnadzor-gov-ru` | 5 | [/tools/roszdravnadzor-gov-ru__get-pharmacovigilance-reports](/tools/roszdravnadzor-gov-ru__get-pharmacovigilance-reports) |
| `sahpra-org-za` | 5 | [/tools/sahpra-org-za__get-pharmacovigilance-reports](/tools/sahpra-org-za__get-pharmacovigilance-reports) |
| `sfda-gov-sa` | 5 | [/tools/sfda-gov-sa__get-pharmacovigilance-reports](/tools/sfda-gov-sa__get-pharmacovigilance-reports) |
| `swissmedic-ch` | 5 | [/tools/swissmedic-ch__get-authorization-info](/tools/swissmedic-ch__get-authorization-info) |
| `tov-proofs` | 5 | [/tools/tov-proofs__attenuation-rate](/tools/tov-proofs__attenuation-rate) |
| `transform` | 5 | [/tools/transform__transform-compile-plan](/tools/transform__transform-compile-plan) |
| `vigilbook` | 5 | [/tools/vigilbook__catalog](/tools/vigilbook__catalog) |
| `zeta` | 5 | [/tools/zeta__evaluate](/tools/zeta__evaluate) |
| `cartography` | 4 | [/tools/cartography__chart](/tools/cartography__chart) |
| `circles` | 4 | [/tools/circles__circle-closure](/tools/circles__circle-closure) |
| `cytokine` | 4 | [/tools/cytokine__cytokine-emit](/tools/cytokine__cytokine-emit) |
| `disney` | 4 | [/tools/disney__disney-loop-anti-regression](/tools/disney__disney-loop-anti-regression) |
| `edit-distance` | 4 | [/tools/edit-distance__batch](/tools/edit-distance__batch) |
| `gov-uk` | 4 | [/tools/gov-uk__get-bulletin](/tools/gov-uk__get-bulletin) |
| `heligram` | 4 | [/tools/heligram__list](/tools/heligram__list) |
| `hormone` | 4 | [/tools/hormone__hormone-get](/tools/hormone__hormone-get) |
| `hsa-gov-sg` | 4 | [/tools/hsa-gov-sg__get-product-registration](/tools/hsa-gov-sg__get-product-registration) |
| `ksb` | 4 | [/tools/ksb__career-transitions](/tools/ksb__career-transitions) |
| `lab` | 4 | [/tools/lab__lab-batch](/tools/lab__lab-batch) |
| `medsafe-govt-nz` | 4 | [/tools/medsafe-govt-nz__get-data-sheet](/tools/medsafe-govt-nz__get-data-sheet) |
| `molecular` | 4 | [/tools/molecular__molecular-adme-phase](/tools/molecular__molecular-adme-phase) |
| `molecular-weight` | 4 | [/tools/molecular-weight__compare](/tools/molecular-weight__compare) |
| `mw` | 4 | [/tools/mw__mw-compare](/tools/mw__mw-compare) |
| `perplexity` | 4 | [/tools/perplexity__perplexity-competitive](/tools/perplexity__perplexity-competitive) |
| `pvdsl` | 4 | [/tools/pvdsl__compile](/tools/pvdsl__compile) |
| `relay` | 4 | [/tools/relay__chain-verify](/tools/relay__chain-verify) |
| `suit` | 4 | [/tools/suit__suit-haptic-cue](/tools/suit__suit-haptic-cue) |
| `validation` | 4 | [/tools/validation__validation-check](/tools/validation__validation-check) |
| `value` | 4 | [/tools/value__value-baseline-create](/tools/value__value-baseline-create) |
| `vigilance-domain` | 4 | [/tools/vigilance-domain__vigilance-harm-types](/tools/vigilance-domain__vigilance-harm-types) |
| `academy` | 3 | [/tools/academy__assess-pv-readiness](/tools/academy__assess-pv-readiness) |
| `adversarial` | 3 | [/tools/adversarial__adversarial-decision-probe](/tools/adversarial__adversarial-decision-probe) |
| `antivector` | 3 | [/tools/antivector__antivector_classify](/tools/antivector__antivector_classify) |
| `bicone` | 3 | [/tools/bicone__compare-profiles](/tools/bicone__compare-profiles) |
| `bot` | 3 | [/tools/bot__bot-signal-custom](/tools/bot__bot-signal-custom) |
| `compliance` | 3 | [/tools/compliance__assess](/tools/compliance__assess) |
| `covenant` | 3 | [/tools/covenant__get-covenant](/tools/covenant__get-covenant) |
| `ctvp` | 3 | [/tools/ctvp__ctvp-five-problems](/tools/ctvp__ctvp-five-problems) |
| `cybercinetics` | 3 | [/tools/cybercinetics__controller_tick](/tools/cybercinetics__controller_tick) |
| `dna-ml` | 3 | [/tools/dna-ml__dna-ml-encode](/tools/dna-ml__dna-ml-encode) |
| `eudravigilance-live-ema-europa-eu` | 3 | [/tools/eudravigilance-live-ema-europa-eu__extract-case-counts](/tools/eudravigilance-live-ema-europa-eu__extract-case-counts) |
| `europepmc-org` | 3 | [/tools/europepmc-org__get-article-fulltext](/tools/europepmc-org__get-article-fulltext) |
| `frontier` | 3 | [/tools/frontier__explore-get-frontier](/tools/frontier__explore-get-frontier) |
| `galaxy-tab-s4` | 3 | [/tools/galaxy-tab-s4__get-battery](/tools/galaxy-tab-s4__get-battery) |
| `game-theory` | 3 | [/tools/game-theory__nash-2x2](/tools/game-theory__nash-2x2) |
| `kokoro` | 3 | [/tools/kokoro__list-models](/tools/kokoro__list-models) |
| `nexchat` | 3 | [/tools/nexchat__nexchat-config](/tools/nexchat__nexchat-config) |
| `noncompensatory` | 3 | [/tools/noncompensatory__get-weights](/tools/noncompensatory__get-weights) |
| `openalex-org` | 3 | [/tools/openalex-org__get-work-by-doi](/tools/openalex-org__get-work-by-doi) |
| `orchestrator` | 3 | [/tools/orchestrator__classify-pv-intent](/tools/orchestrator__classify-pv-intent) |
| `pharos` | 3 | [/tools/pharos__pharos-report](/tools/pharos__pharos-report) |
| `qbr` | 3 | [/tools/qbr__qbr-compute](/tools/qbr__qbr-compute) |
| `rcsb-org` | 3 | [/tools/rcsb-org__find-cocrystal](/tools/rcsb-org__find-cocrystal) |
| `retrieval` | 3 | [/tools/retrieval__retrieval-ingest](/tools/retrieval__retrieval-ingest) |
| `td-screen` | 3 | [/tools/td-screen__drug-classes](/tools/td-screen__drug-classes) |
| `tov` | 3 | [/tools/tov__check-stability-shell](/tools/tov__check-stability-shell) |
| `triangulate` | 3 | [/tools/triangulate__batch-triangulate](/tools/triangulate__batch-triangulate) |
| `visual` | 3 | [/tools/visual__visual-color-analyze](/tools/visual__visual-color-analyze) |
| `voila` | 3 | [/tools/voila__voila-list](/tools/voila__voila-list) |
| `wallace` | 3 | [/tools/wallace__wallace-pipeline](/tools/wallace__wallace-pipeline) |
| `actuator-systems` | 2 | [/tools/actuator-systems__classify-actuator-load](/tools/actuator-systems__classify-actuator-load) |
| `api-ops` | 2 | [/tools/api-ops__api-health](/tools/api-ops__api-health) |
| `comms-systems` | 2 | [/tools/comms-systems__check-comms-security](/tools/comms-systems__check-comms-security) |
| `comparator` | 2 | [/tools/comparator__compare-ml-vs-prr](/tools/comparator__compare-ml-vs-prr) |
| `dot-ops` | 2 | [/tools/dot-ops__dot-dispatch-manifest](/tools/dot-ops__dot-dispatch-manifest) |
| `health` | 2 | [/tools/health__health-measure-impact](/tools/health__health-measure-impact) |
| `markov` | 2 | [/tools/markov__analyze](/tools/markov__analyze) |
| `nexcore-meta` | 2 | [/tools/nexcore-meta__nexcore-assist](/tools/nexcore-meta__nexcore-assist) |
| `node-hunt` | 2 | [/tools/node-hunt__node-hunt-isolate](/tools/node-hunt__node-hunt-isolate) |
| `orpha-net` | 2 | [/tools/orpha-net__get-disease-name](/tools/orpha-net__get-disease-name) |
| `phenotype` | 2 | [/tools/phenotype__phenotype-mutate](/tools/phenotype__phenotype-mutate) |
| `sqi` | 2 | [/tools/sqi__sqi-ecosystem](/tools/sqi__sqi-ecosystem) |
| `statemind` | 2 | [/tools/statemind__statemind-analyze-word](/tools/statemind__statemind-analyze-word) |
| `test-history` | 2 | [/tools/test-history__test-history-flaky](/tools/test-history__test-history-flaky) |
| `velocity` | 2 | [/tools/velocity__get-drug-trend](/tools/velocity__get-drug-trend) |
| `diagram` | 1 | [/tools/diagram__diagram-render](/tools/diagram__diagram-render) |
| `entropy` | 1 | [/tools/entropy__compute](/tools/entropy__compute) |
| `entropy-calc` | 1 | [/tools/entropy-calc__entropy-compute](/tools/entropy-calc__entropy-compute) |
| `game-theory-standalone` | 1 | [/tools/game-theory-standalone__game-theory-nash-2x2](/tools/game-theory-standalone__game-theory-nash-2x2) |
| `phase4` | 1 | [/tools/phase4__phase4-surveillance-tick](/tools/phase4__phase4-surveillance-tick) |

## Structured data

- [/data/structured.json](/data/structured.json) — JSON-LD SoftwareApplication
- [/data/webmcp.json](/data/webmcp.json) — WebMCP descriptor