Koskamo

Discover MCP servers and packages with cited capabilities, provenance, and reference facts.

What we measured

Over the last 30 days we probed this MCP server 30 times on 30 days; it answered 30 (100%). Median response 264 ms, 95th percentile 310 ms.

When we called tools/list it returned 22 tools, including koskamo_search_passages, koskamo_list_datasets, koskamo_get_history, over MCP protocol revision 2025-11-25.

Among the 53,642 reachable MCP servers in our snapshot of 2026-11-13 01:12 UTC, it is faster than 61% and higher on readiness than 80%.

From agent-tools.cloud's own probes, last checked 2026-11-12. How we measure

Tools (22)

As returned by the server's own tools/list when we called it.

koskamo_search_passages

Search Koskamo datasets for candidate passages with source citations and document versions. Similarity scores rank matches and do not measure factual confidence…

koskamo_list_datasets

List a page of public Koskamo datasets with continuation metadata.

koskamo_get_history

Get the document version timeline for a public dataset: every document (including deleted ones) with the version history produced by approved revisions.

koskamo_list_revisions

List revisions for a public dataset; pending by default, or filter by approved, rejected, or all states.

koskamo_search_mcp_servers

Find remote MCP servers and local MCP packages. Filter by vendor/community publisher, transport, capabilities, and sign-in. Live-check and source-verification s…

koskamo_get_mcp_server

Get one published MCP listing with complete live-observed or source-attributed tool schemas, resources, prompts, package definitions, provenance, and sanitized…

koskamo_report_mcp_outcome

After using an MCP server listed on Koskamo, say whether it worked for your task: success, partial or failure, optionally for one tool. Only daily counts per li…

koskamo_list_mcp_directory_changes

Read the public change feed of the MCP directory, oldest first: listings updated or removed and issues reported, acknowledged, fixed, declined, reopened or clos…

koskamo_get_reference_schema

Read supported reference datasets, fixed columns, operators and limits. No inputs, writes or charges. Stored schemas do not establish source freshness or indepe…

koskamo_query_reference

Filter one supported public reference dataset using its typed fields. Requires a dataset and optional bounded filters, ordering and cursor. Returns matching row…

koskamo_search_use_cases

Find published cited use cases by task or linked directory server. These are informational recipes, separate from installed executable playbooks and provider gr…

koskamo_get_use_case

Read a published recipe, its reusable prompt, linked servers and supporting vendor quote. The record is informational and does not authorize any external action…

koskamo_get_context

Read this connection's public or key-scoped knowledge access and contract versions. No inputs, provider grants, writes, or charges. Private dataset membership i…

koskamo_get_capabilities

Read supported discovery and exact knowledge capabilities with separate configuration and authority states. No inputs, writes, provider execution, or charges. S…

koskamo_get_connection_health

Read this request's authentication state. No inputs, writes, downstream account probes, or charges. Directory storage and provider execution are not checked.

koskamo_get_task_plan

Find candidate MCP tools for a task and named host using directory evidence. Requires task and host_id; returns at most five listings per page. Pure read with n…

koskamo_get_readiness

Inspect independent listing, source, schema, grant, permission, and tested-action evidence for server_id. Read only, no charges or live downstream actions. A su…

koskamo_get_connection_plan

Generate a manual connection handoff for server_id and host_id from supported setup snippets. Pure read; no charges, saved plan, package installation, credentia…

koskamo_list_documents

List bounded stored document identifiers and versions in dataset. Optional limit and cursor continue traversal. Public or exact owner-key access only; no text s…

koskamo_get_document

Read exact stored text for dataset and document_id, optionally document_version. Cursor pages bind one version and content hash. Public or exact owner-key acces…

koskamo_get_revision

Read pending, approved, or rejected revision state for revision_id in a public dataset. No writes, charges, private reviewer notes, or private dataset revisions…

koskamo_get_artifact

Read a bounded page of an exact public revision diff by artifact_id. Optional cursor continues the declared JSON bytes. No writes, downloads, uploads, private r…

Readiness is how fully this listing follows its protocol and how it behaved in our probes over 30 days. For x402 and A2A listings it contributes up to 15 of the 100 quality points; for MCP listings it is shown for reference only. Search order and leaderboards use the separate quality grade (here B+, 92.5/100), which weighs availability, conformance, p95 speed and descriptor. How the two differ

Compared with peers

Against 53,642 reachable MCP servers in our daily snapshot (2026-11-13 01:12 UTC). Display only; it does not change search order.

Readiness

Higher than 80% of peers

This listing 86 · peer median 81

Latency

Faster than 61% of peers

This listing 253 ms · peer median 349 ms

How many agent tools actually work · All statistics

Listed in

Directories this entry was found in.

How to connect

https://koskamo.com/api/mcp

curl -X POST https://koskamo.com/api/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'