Duplicate package entries

Registry entries that name the same package

How it works

Two registry names can point at the same package. This page counts where that happens in the published set and places the entries of a group side by side, attribute by attribute.

Groups 517 sharing a package coordinate

Entries 1,120 stand in these groups

Closest group 0 of 31 attributes carry different values

517 groups with 1,120 entries in total carry the same package coordinate.

The closest group differs in 0 of 31 attributes.

This is an observation about the upstream registry this set comes from. Which entry of a group is meant is not something this registry decides, and it does not say so either.

25 of 517 groups on this page, page 20 of 21.

Package coordinate pypi:sam-gov-mcp

2 entries · 2 active · Different in 9 of 31 attributes

Attribute	com.1102tools/sam-gov-mcp	io.github.1102tools/sam-gov-mcp
Last changed in the registry (raw)	2026-09-13	2026-04-25
Description (raw)	SAM.gov readiness, entities, exclusions, opportunities, awards, hierarchy, and subawards. 20 tools.	SAM.gov entity registration, exclusions, opportunities, contract awards. 15 tools.
Package versions (raw)	1.0.13	0.4.1
Repository (raw)	https://github.com/1102tools-dev/federal-contracting-mcps	https://github.com/1102tools/federal-contracting-mcps
Environment variable descriptions (raw)	SAM_API_KEY=Free SAM.gov API key, which expires every 90 days.	SAM_API_KEY=Free SAM.gov API key from https://sam.gov. Rotates every 90 days.
Environment variable formats (raw)	string	nothing stated
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"sam-gov-mcp","version":"1.0.13","transport":"stdio","environment":[{"name":"SAM_API_KEY","description":"Free SAM.gov API key, which expires every 90 days.","format":"string","required":true,"secret":true}],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"sam-gov-mcp","version":"0.4.1","transport":"stdio","environment":[{"name":"SAM_API_KEY","description":"Free SAM.gov API key from https://sam.gov. Rotates every 90 days.","required":true,"secret":true}],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-09-13	2026-04-25
Declared version	1.0.13	0.4.1

Attribute	io.github.SatoshiAPI/satoshi-btc-api	io.satoshiapi/mcp
Last changed in the registry (raw)	2026-03-23	2026-03-26
Delivery form (raw)	package	package and remote
Description (raw)	L402 Lightning-paid Bitcoin data: price, fees, blocks, sentiment, DCA signals.	Bitcoin intelligence API. Pay per call via L402 Lightning (10-200 sats). No accounts needed.
Runtime hints (raw)	nothing stated	python3
Package versions (raw)	1.0.2	1.0.3
Remote URLs (raw)	nothing stated	https://api.satoshiapi.io/mcp
Remote hosts (raw)	nothing stated	api.satoshiapi.io
Transports (raw)	stdio	stdio, streamable-http
Environment variable descriptions (raw)	SATOSHIAPI_LND_CERT=Path to LND TLS certificate · SATOSHIAPI_LND_MACAROON=Path to LND invoice macaroon · SATOSHIAPI_LND_REST=LND REST endpoint for auto-payment	nothing stated
Environment variable formats (raw)	string	nothing stated
Environment variables (raw)	SATOSHIAPI_LND_REST, SATOSHIAPI_LND_MACAROON, SATOSHIAPI_LND_CERT	nothing stated
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"satoshiapi-mcp","version":"1.0.2","transport":"stdio","environment":[{"name":"SATOSHIAPI_LND_REST","description":"LND REST endpoint for auto-payment","format":"string","required":false,"secret":false},{"name":"SATOSHIAPI_LND_MACAROON","description":"Path to LND invoice macaroon","format":"string","required":false,"secret":false},{"name":"SATOSHIAPI_LND_CERT","description":"Path to LND TLS certificate","format":"string","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"satoshiapi-mcp","version":"1.0.3","runtimeHint":"python3","transport":"stdio","environment":[],"additional_arguments_declared":true}],"remotes":[{"url":"https://api.satoshiapi.io/mcp","transport":"streamable-http","headers":[]}]}
First listed in the registry (raw)	2026-03-23	2026-03-26
Declared version	1.0.2	1.0.0

Attribute	io.github.saucelabs-sample-test-frameworks/sauce-api-mcp	io.github.saucelabs/sauce-api-mcp
Last changed in the registry (raw)	2025-09-12	2026-06-02
Package versions (raw)	1.0.1	1.2.2
Schema version of the raw record (raw)	https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json	https://static.modelcontextprotocol.io/schemas/2025-10-17/server.schema.json
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"sauce-api-mcp","version":"1.0.1","transport":"stdio","environment":[{"name":"SAUCE_USERNAME","required":false,"secret":false},{"name":"SAUCE_ACCESS_KEY","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"sauce-api-mcp","version":"1.2.2","transport":"stdio","environment":[{"name":"SAUCE_USERNAME","required":false,"secret":false},{"name":"SAUCE_ACCESS_KEY","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2025-09-12	2026-06-02
Declared version	1.0.0	1.2.2

Attribute	io.github.kcw2034-sayouzone/mcp-opendart-server	io.github.kcw2034-sayouzone/sayou-opendart-mcp
Last changed in the registry (raw)	2026-02-11	2026-03-03
Required secret variables (raw)	OPENDART_API_KEY	DART_API_KEY
Package versions (raw)	0.0.4	0.0.6
Repository (raw)	https://github.com/sayouzone/mcp-opendart-server	https://github.com/sayouzone/sayou-opendart-mcp
Environment variable descriptions (raw)	OPENDART_API_KEY=Your API key for OpenDart	DART_API_KEY=Your API key for OpenDart
Environment variables (raw)	OPENDART_API_KEY	DART_API_KEY
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"sayou-opendart-mcp","version":"0.0.4","transport":"stdio","environment":[{"name":"OPENDART_API_KEY","description":"Your API key for OpenDart","format":"string","required":true,"secret":true}],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"sayou-opendart-mcp","version":"0.0.6","transport":"stdio","environment":[{"name":"DART_API_KEY","description":"Your API key for OpenDart","format":"string","required":true,"secret":true}],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-02-11	2026-03-03
Declared version	0.0.4	0.0.6

Attribute	io.github.mansurjisan/schism-mcp	io.github.oceanmodeling/schism-mcp
Last changed in the registry (raw)	2026-03-06	2026-10-01
Package versions (raw)	0.1.0	0.1.1
Repository (raw)	https://github.com/mansurjisan/ocean-mcp	https://github.com/oceanmodeling/ocean-mcp
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"schism-mcp","version":"0.1.0","runtimeHint":"uvx","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"schism-mcp","version":"0.1.1","runtimeHint":"uvx","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-03-06	2026-10-01
Declared version	0.1.0	0.1.1

Attribute	io.github.Skills03/scrimba-teaching	io.github.srikrishna235/scrimba-teaching-mcp
Last changed in the registry (raw)	2025-09-21	2025-09-25
Description (raw)	Interactive programming teacher using Scrimba's methodology for 10x retention	Unified MCP for Scrimba's interactive programming education with visual learning
Package versions (raw)	2.0.0	3.0.4
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"scrimba-teaching-mcp","version":"2.0.0","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"scrimba-teaching-mcp","version":"3.0.4","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2025-09-21	2025-09-25
Declared version	2.0.0	3.0.4

Attribute	io.github.shivamtyagi18/smriti-memory	io.github.smriti-memcore/smriti-memory
Last changed in the registry (raw)	2026-09-02	2026-08-19
Package versions (raw)	1.4.17	1.4.16
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"smriti-memcore","version":"1.4.17","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"smriti-memcore","version":"1.4.16","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-09-02	2026-08-19
Declared version	1.4.17	1.4.16

Attribute	co.solsniperbot/solana-snipe-bot-mcp	io.github.Solara-Snipe-Bot/solana-snipe-bot-mcp
Last changed in the registry (raw)	2026-09-17	2026-08-31
Description (raw)	Renamed to AI Crypto Sniper. Use com.aicryptosniper/ai-crypto-sniper-mcp instead.	Autonomous Solana meme-coin sniper bot with 40 MCP tools for AI control.
Package versions (raw)	5.0.1	1.1.0
Repository (raw)	https://github.com/solara-sniper-bot/AI-Crypto-Sniper-MCP	https://github.com/Solara-Snipe-Bot/Solara-Snipe-Bot
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"solana-snipe-bot-mcp","version":"5.0.1","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"solana-snipe-bot-mcp","version":"1.1.0","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-09-17	2026-08-31
Declared version	5.0.1	1.1.0

Attribute	io.github.BrendanL79/spudcoach	io.github.brendanlefebvre/spudcoach
Last changed in the registry (raw)	2026-07-07	2026-08-04
Package versions (raw)	0.11.0	0.14.1
Repository (raw)	https://github.com/BrendanL79/spud-coach	https://github.com/brendanlefebvre/spud-coach
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"spudcoach","version":"0.11.0","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"SPUDCOACH_DATA","description":"Path to a locally built brotato.json dataset (see README for how to build one — the game data itself is never distributed). Equivalent to the --data CLI flag.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"spudcoach","version":"0.14.1","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"SPUDCOACH_DATA","description":"Path to a locally built brotato.json dataset (see README for how to build one — the game data itself is never distributed). Equivalent to the --data CLI flag.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-07-07	2026-08-04
Declared version	0.11.0	0.14.1

Attribute	io.github.simonmak-ascent/startup-valuation	io.github.simonplmak-cloud/startup-valuation
Last changed in the registry (raw)	2026-10-02	2026-09-30
Package versions (raw)	2.1.2	2.0.0
Repository (raw)	https://github.com/simonmak-ascent/startup-valuation	https://github.com/simonplmak-cloud/startup-valuation
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"startup-valuation","version":"2.1.2","runtimeHint":"uvx","transport":"stdio","environment":[],"additional_arguments_declared":true}],"remotes":[{"url":"https://startup-valuation.simonmak.com/api","transport":"streamable-http","headers":[]}]}	{"packages":[{"registryType":"pypi","identifier":"startup-valuation","version":"2.0.0","runtimeHint":"uvx","transport":"stdio","environment":[],"additional_arguments_declared":true}],"remotes":[{"url":"https://startup-valuation.simonmak.com/api","transport":"streamable-http","headers":[]}]}
First listed in the registry (raw)	2026-10-02	2026-09-30
Declared version	2.1.2	2.0.1

Where the entries differ
Attribute	io.github.MarcellM01/tinysearch	io.github.TinySuiteHQ/tinysearch
Last changed in the registry (raw)	2026-07-27	2026-10-08
Description (raw)	Self-hosted web research for MCP agents.	Fast discovery search and self-hosted web research for MCP agents.
Package identifiers (raw)	docker.io/marcellm01/tinysearch:v0.4.0, tinysuite-search	docker.io/marcellm01/tinysearch:v0.6.6, tinysuite-search
Package versions (raw)	0.4.0	0.6.6
Repository (raw)	https://github.com/MarcellM01/TinySearch	https://github.com/TinySuiteHQ/TinySearch
Environment variable descriptions (raw)	MCP_TRANSPORT=MCP transport to serve: stdio (default), sse, or streamable-http. · SEARXNG_URL=SearXNG search endpoint URL. Only needed if not using the bundled Compose SearXNG service. · TINYSEARCH_CONFIG_PATH=Path to a tinysearch_config.json inside the container, for overriding search/embedding defaults. · TINYSEARCH_EMBEDDING_BACKEND=Embedding implementation: onnx (default) or openai_compatible. · TINYSEARCH_EMBEDDING_MODEL=Local ONNX preset (fast, balanced, quality) or a Hugging Face ONNX repository id.	MCP_TRANSPORT=MCP transport to serve: stdio (default), sse, or streamable-http. · OTEL_EXPORTER_OTLP_ENDPOINT=Common OTLP endpoint for optional TinySearch traces and metrics. · OTEL_EXPORTER_OTLP_HEADERS=Optional authentication or routing headers for the OTLP exporter. · OTEL_EXPORTER_OTLP_PROTOCOL=OTLP transport: http/protobuf (default) or grpc. · OTEL_METRICS_EXPORTER=Set to otlp to enable metrics explicitly or none to disable them. · OTEL_RESOURCE_ATTRIBUTES=Additional standard OpenTelemetry resource attributes. · OTEL_SDK_DISABLED=Set true to disable all OpenTelemetry signals. · OTEL_SERVICE_NAME=OpenTelemetry service.name resource attribute; defaults to tinysearch. · OTEL_TRACES_EXPORTER=Set to otlp to enable traces explicitly or none to disable them. · SEARXNG_URL=SearXNG search endpoint URL. Only needed if not using the bundled Compose SearXNG service. · TINYSEARCH_CONFIG_PATH=Path to a tinysearch_config.json inside the container, for overriding search/embedding defaults. · TINYSEARCH_EMBEDDING_BACKEND=Embedding implementation: onnx (default) or openai_compatible. · TINYSEARCH_EMBEDDING_MODEL=Local ONNX preset (fast, balanced, quality) or a Hugging Face ONNX repository id.
Environment variables (raw)	MCP_TRANSPORT, TINYSEARCH_CONFIG_PATH, SEARXNG_URL, TINYSEARCH_EMBEDDING_BACKEND, TINYSEARCH_EMBEDDING_MODEL	MCP_TRANSPORT, TINYSEARCH_CONFIG_PATH, SEARXNG_URL, TINYSEARCH_EMBEDDING_BACKEND, TINYSEARCH_EMBEDDING_MODEL, OTEL_SERVICE_NAME, OTEL_EXPORTER_OTLP_ENDPOINT, OTEL_EXPORTER_OTLP_PROTOCOL, OTEL_EXPORTER_OTLP_HEADERS, OTEL_RESOURCE_ATTRIBUTES, OTEL_TRACES_EXPORTER, OTEL_METRICS_EXPORTER, OTEL_SDK_DISABLED
Connection paths (source structure)	{"packages":[{"registryType":"oci","identifier":"docker.io/marcellm01/tinysearch:v0.4.0","transport":"stdio","environment":[{"name":"MCP_TRANSPORT","description":"MCP transport to serve: stdio (default), sse, or streamable-http.","required":false,"secret":false},{"name":"TINYSEARCH_CONFIG_PATH","description":"Path to a tinysearch_config.json inside the container, for overriding search/embedding defaults.","required":false,"secret":false},{"name":"SEARXNG_URL","description":"SearXNG search endpoint URL. Only needed if not using the bundled Compose SearXNG service.","required":false,"secret":false},{"name":"TINYSEARCH_EMBEDDING_BACKEND","description":"Embedding implementation: onnx (default) or openai_compatible.","required":false,"secret":false},{"name":"TINYSEARCH_EMBEDDING_MODEL","description":"Local ONNX preset (fast, balanced, quality) or a Hugging Face ONNX repository id.","required":false,"secret":false}],"additional_arguments_declared":false},{"registryType":"pypi","identifier":"tinysuite-search","version":"0.4.0","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"oci","identifier":"docker.io/marcellm01/tinysearch:v0.6.6","transport":"stdio","environment":[{"name":"MCP_TRANSPORT","description":"MCP transport to serve: stdio (default), sse, or streamable-http.","required":false,"secret":false},{"name":"TINYSEARCH_CONFIG_PATH","description":"Path to a tinysearch_config.json inside the container, for overriding search/embedding defaults.","required":false,"secret":false},{"name":"SEARXNG_URL","description":"SearXNG search endpoint URL. Only needed if not using the bundled Compose SearXNG service.","required":false,"secret":false},{"name":"TINYSEARCH_EMBEDDING_BACKEND","description":"Embedding implementation: onnx (default) or openai_compatible.","required":false,"secret":false},{"name":"TINYSEARCH_EMBEDDING_MODEL","description":"Local ONNX preset (fast, balanced, quality) or a Hugging Face ONNX repository id.","required":false,"secret":false},{"name":"OTEL_SERVICE_NAME","description":"OpenTelemetry service.name resource attribute; defaults to tinysearch.","required":false,"secret":false},{"name":"OTEL_EXPORTER_OTLP_ENDPOINT","description":"Common OTLP endpoint for optional TinySearch traces and metrics.","required":false,"secret":false},{"name":"OTEL_EXPORTER_OTLP_PROTOCOL","description":"OTLP transport: http/protobuf (default) or grpc.","required":false,"secret":false},{"name":"OTEL_EXPORTER_OTLP_HEADERS","description":"Optional authentication or routing headers for the OTLP exporter.","required":false,"secret":true},{"name":"OTEL_RESOURCE_ATTRIBUTES","description":"Additional standard OpenTelemetry resource attributes.","required":false,"secret":false},{"name":"OTEL_TRACES_EXPORTER","description":"Set to otlp to enable traces explicitly or none to disable them.","required":false,"secret":false},{"name":"OTEL_METRICS_EXPORTER","description":"Set to otlp to enable metrics explicitly or none to disable them.","required":false,"secret":false},{"name":"OTEL_SDK_DISABLED","description":"Set true to disable all OpenTelemetry signals.","required":false,"secret":false}],"additional_arguments_declared":false},{"registryType":"pypi","identifier":"tinysuite-search","version":"0.6.6","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-07-27	2026-10-08
Declared version	0.4.0	0.6.6

Where the entries differ
Attribute	io.github.Mibayy/token-savior	io.github.Mibayy/token-savior-recall
Package versions (raw)	4.13.0	4.11.0
Registry status message (raw)	nothing stated	Renomme en io.github.Mibayy/token-savior : l'identifiant doit nommer le depot GitHub reel. Le paquet PyPI reste token-savior-recall.
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"token-savior-recall","version":"4.13.0","transport":"stdio","environment":[{"name":"WORKSPACE_ROOTS","description":"Comma-separated list of absolute paths to project roots to index.","format":"string","required":true,"secret":false},{"name":"TOKEN_SAVIOR_CLIENT","description":"Optional client identifier (e.g. 'claude-code', 'cursor', 'hermes') for usage attribution.","format":"string","required":false,"secret":false},{"name":"TOKEN_SAVIOR_PROFILE","description":"Manifest size. 'optimized' (recommended) advertises the Pareto-optimal 15-tool set; 'auto' sizes it from your own usage; 'full' advertises every tool; 'compact-only' if you already run symbol navigation elsewhere.","format":"string","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"token-savior-recall","version":"4.11.0","transport":"stdio","environment":[{"name":"WORKSPACE_ROOTS","description":"Comma-separated list of absolute paths to project roots to index.","format":"string","required":true,"secret":false},{"name":"TOKEN_SAVIOR_CLIENT","description":"Optional client identifier (e.g. 'claude-code', 'cursor', 'hermes') for usage attribution.","format":"string","required":false,"secret":false},{"name":"TOKEN_SAVIOR_PROFILE","description":"Manifest size. 'optimized' (recommended) advertises the Pareto-optimal 15-tool set; 'auto' sizes it from your own usage; 'full' advertises every tool; 'compact-only' if you already run symbol navigation elsewhere.","format":"string","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}
Declared version	4.13.0	4.11.0

Where the entries differ
Attribute	ai.dinglebear/unraid-mcp	tv.tootie/unraid-mcp
Last changed in the registry (raw)	2026-09-28	2026-07-27
Package versions (raw)	2.10.2	2.8.0
Repository (raw)	https://github.com/dinglebear-ai/unraid	https://github.com/jmagar/unraid-mcp
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"unraid-mcp","version":"2.10.2","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"UNRAID_API_URL","description":"Base URL of your Unraid server, e.g. http://192.168.1.100.","required":true,"secret":false},{"name":"UNRAID_API_KEY","description":"Unraid API key for authentication.","required":true,"secret":true}],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"unraid-mcp","version":"2.8.0","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"UNRAID_API_URL","description":"Base URL of your Unraid server, e.g. http://192.168.1.100.","required":true,"secret":false},{"name":"UNRAID_API_KEY","description":"Unraid API key for authentication.","required":true,"secret":true}],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-09-28	2026-07-27
Declared version	2.10.2	2.8.0

Where the entries differ
Attribute	io.github.vaaraio/vaara	io.github.vaaraio/vaara-server
Description (raw)	Accountable autonomy proxy: gating, tamper-evident audit, time anchor for every action	Accountable autonomy MCP server: gating, tamper-evident audit for every action
Environment variable descriptions (raw)	nothing stated	VAARA_API_KEY=Optional shared secret. When set, every tool call must include _api_key in its arguments. Leave unset for single-tenant stdio deployments where process isolation is enough. · VAARA_DB=Path to the SQLite audit DB. Defaults to vaara_audit.db in the working directory.
Environment variables (raw)	nothing stated	VAARA_DB, VAARA_API_KEY
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"vaara","version":"2.7.1","runtimeHint":"uvx","transport":"stdio","environment":[],"additional_arguments_declared":true}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"vaara","version":"2.7.1","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"VAARA_DB","description":"Path to the SQLite audit DB. Defaults to vaara_audit.db in the working directory.","required":false,"secret":false},{"name":"VAARA_API_KEY","description":"Optional shared secret. When set, every tool call must include _api_key in its arguments. Leave unset for single-tenant stdio deployments where process isolation is enough.","required":false,"secret":false}],"additional_arguments_declared":true}],"remotes":[]}

Attribute	io.github.mansurjisan/stofs-mcp	io.github.oceanmodeling/stofs-mcp
Last changed in the registry (raw)	2026-02-21	2026-10-01
Package versions (raw)	0.1.0	0.2.0
Repository (raw)	https://github.com/mansurjisan/ocean-mcp	https://github.com/oceanmodeling/ocean-mcp
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"stofs-mcp","version":"0.1.0","runtimeHint":"uvx","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"stofs-mcp","version":"0.2.0","runtimeHint":"uvx","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-02-21	2026-10-01
Declared version	0.1.0	0.2.0

Attribute	io.github.SystemCraftsman/strimzi-kafka-cli	io.github.mabulgu/strimzi-kafka-cli
Field of use, derived from the vendor description	Infrastructure	nothing stated
Last changed in the registry (raw)	2026-08-11	nothing stated
Delivery form (raw)	package	nothing stated
Description (raw)	Manage Apache Kafka on Kubernetes via Strimzi. Clusters, topics, users, connectors, MM2.	nothing stated
Required secret headers (raw)	nothing stated	nothing stated
Runtime hints (raw)	nothing stated	nothing stated
Package identifiers (raw)	strimzi-kafka-cli	nothing stated
Package versions (raw)	1.0.0b11	nothing stated
Path environment variables (raw)	nothing stated	nothing stated
Remote URLs (raw)	nothing stated	nothing stated
Remote hosts (raw)	nothing stated	nothing stated
Repository platform (raw)	github	nothing stated
Repository subfolder (raw)	nothing stated	nothing stated
Schema version of the raw record (raw)	https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json	nothing stated
Registry status message (raw)	nothing stated	nothing stated
Icon formats (raw)	nothing stated	nothing stated
Environment variable descriptions (raw)	nothing stated	nothing stated
Environment variable formats (raw)	nothing stated	nothing stated
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"strimzi-kafka-cli","version":"1.0.0b11","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	nothing stated
First listed in the registry (raw)	2026-08-11	nothing stated
Declared version	1.0.0b11	1.0.0b9

Attribute	com.1102tools/usaspending-gov-mcp	io.github.1102tools/usaspending-gov-mcp
Last changed in the registry (raw)	2026-10-09	2026-04-25
Description (raw)	USASpending.gov awards, subawards, recipients, agencies, and federal accounts. 55 tools.	USASpending.gov federal contracts, subawards, recipients, agencies. 55 tools.
Package versions (raw)	1.0.10	0.3.2
Repository (raw)	https://github.com/1102tools-dev/federal-contracting-mcps	https://github.com/1102tools/federal-contracting-mcps
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"usaspending-gov-mcp","version":"1.0.10","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"usaspending-gov-mcp","version":"0.3.2","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-10-09	2026-04-25
Declared version	1.0.10	0.3.2

Attribute	io.github.peeroren/vanoe-intelligence-mcp	io.github.vanoe-ai/vanoe-intelligence-mcp
Last changed in the registry (raw)	2026-09-16	2026-09-18
Package versions (raw)	0.1.5	0.1.6
Repository (raw)	https://github.com/peeroren/vanoe-intelligence-mcp	https://github.com/vanoe-ai/vanoe-intelligence-mcp
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"vanoe-intelligence-mcp","version":"0.1.5","transport":"stdio","environment":[{"name":"VANOE_API_KEY","description":"Your Vanoe Market Intelligence API key (free at https://api.vanoe.ai/signup)","required":true,"secret":true},{"name":"VANOE_API_BASE_URL","description":"API base URL; only override for a self-hosted or local instance","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"vanoe-intelligence-mcp","version":"0.1.6","transport":"stdio","environment":[{"name":"VANOE_API_KEY","description":"Your Vanoe Market Intelligence API key (free at https://api.vanoe.ai/signup)","required":true,"secret":true},{"name":"VANOE_API_BASE_URL","description":"API base URL; only override for a self-hosted or local instance","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-09-16	2026-09-18
Declared version	0.1.5	0.1.6

Attribute	io.github.terry-li-hm/vivesca	org.vivesca/vivesca
Package versions (raw)	0.2.2	0.2.3
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"vivesca","version":"0.2.2","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"vivesca","version":"0.2.3","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
Declared version	0.2.2	0.2.3

Attribute	io.github.vmware-skills/vmware-aiops	io.github.zw008/vmware-aiops
Path argument present	true	false
Last changed in the registry (raw)	2026-09-20	2026-07-25
Description (raw)	AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 60 MCP tools.	AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.
Runtime hints (raw)	uvx	nothing stated
Package versions (raw)	1.12.0	1.8.10
Path environment variables (raw)	VMWARE_AIOPS_CONFIG	nothing stated
Repository (raw)	https://github.com/vmware-skills/VMware-AIops	https://github.com/zw008/VMware-AIops
Environment variable descriptions (raw)	VMWARE_AIOPS_CONFIG=Path to the config file. Defaults to ~/.vmware-aiops/config.yaml.	nothing stated
Environment variable formats (raw)	filepath	nothing stated
Environment variables (raw)	VMWARE_AIOPS_CONFIG	nothing stated
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"vmware-aiops","version":"1.12.0","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"VMWARE_AIOPS_CONFIG","description":"Path to the config file. Defaults to ~/.vmware-aiops/config.yaml.","format":"filepath","required":false,"secret":false}],"additional_arguments_declared":true}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"vmware-aiops","version":"1.8.10","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-09-20	2026-07-25
Declared version	1.12.0	1.8.10

Attribute	io.github.vmware-skills/vmware-debug	io.github.zw008/vmware-debug
Last changed in the registry (raw)	2026-09-16	2026-07-21
Description (raw)	VMware incident timeline, root-cause routing, local case ledger; no vSphere access. 14 MCP tools.	Read-only VMware incident correlation: timeline, spikes, root-cause routing. 2 MCP tools.
Runtime hints (raw)	uvx	nothing stated
Package versions (raw)	1.13.1	1.8.7
Repository (raw)	https://github.com/vmware-skills/VMware-Debug	https://github.com/zw008/VMware-Debug
Connection paths (source structure)	{"packages":[{"registryType":"pypi","identifier":"vmware-debug","version":"1.13.1","runtimeHint":"uvx","transport":"stdio","environment":[],"additional_arguments_declared":true}],"remotes":[]}	{"packages":[{"registryType":"pypi","identifier":"vmware-debug","version":"1.8.7","transport":"stdio","environment":[],"additional_arguments_declared":false}],"remotes":[]}
First listed in the registry (raw)	2026-09-16	2026-07-21
Declared version	1.13.1	1.8.7

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