Machinepulse
by machinepulse.tech · remote · no sign-in to list tools · v4.0.10 · published by tech.machinepulse
Market data tools for the MCP ecosystem: server stats, events, search, leaderboards, package trends.
Changes · 2
16 tools: 2 change things and 14 only read.
Scanned Oct 21, 2026
- Deletes or cancels0Claude Code: deny
- Can't be undone0Claude Code: ask
- Changes things2Claude Code: ask: see these tools
- Only reads14Claude Code: allow: see these tools
No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.
claude mcp add --transport http machinepulse https://machinepulse.tech/mcpTools
Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.
16 tools
Changes things 2Claude Code: ask
data_qualityReport collector health — coverage, per-source freshness and missed snapshot runs with reasons, separating recent misses from the whole recorded history; internal-only sources are …No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it Report collector health — coverage, per-source freshness and missed snapshot runs with reasons, separating recent misses from the whole recorded history; internal-only sources are excluded. Use when the user asks whether the observatory data is fresh or complete.
leaderboardRank tracked entities (servers, agents, models) by a project-level metric — project_momentum (score: middle of star/download/HF-derivative growth ranks) or trend_days (days on GitH…No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it Rank tracked entities (servers, agents, models) by a project-level metric — project_momentum (score: middle of star/download/HF-derivative growth ranks) or trend_days (days on GitHub Trending) over the 7d window; limit/offset page through the full ranked list. Numbers and catalog facts only, no quality scores. Use when the user asks what is rising.
Only reads 14Claude Code: allow
get_agents_summarySummarize the A2A agent registry — snapshot total and verified counts plus new and left agents over the last 7 days.No findings
Why it is in this group
- The name "get_agents_summary" says "get": a word for reading.
Description, as the server wrote it Summarize the A2A agent registry — snapshot total and verified counts plus new and left agents over the last 7 days. Use when the user asks how the AI agent registry is growing.
get_ecosystem_eventsList tracked ecosystem events — without filters, counts per event type over the last 7 days plus the latest event of each type and a plain-word legend; set event_type or canonical_…No findings
Why it is in this group
- The name "get_ecosystem_events" says "get": a word for reading.
Description, as the server wrote it List tracked ecosystem events — without filters, counts per event type over the last 7 days plus the latest event of each type and a plain-word legend; set event_type or canonical_key for the full feed (limit/offset page through it), set since=YYYY-MM-DD to widen the window. Use when the user asks what changed recently in the ecosystem.
get_entity_profileFetch the entity card for any tracked type (MCP server, agent, HF model, package) by canonical_key or natural name — all linked facts, categories, HF model license tiers, how to co…No findings
Why it is in this group
- The name "get_entity_profile" says "get": a word for reading.
Description, as the server wrote it Fetch the entity card for any tracked type (MCP server, agent, HF model, package) by canonical_key or natural name — all linked facts, categories, HF model license tiers, how to connect, recent events; field captions in fields_note. Name lookup matches exact aliases and canonical keys, not free-form text. Use when the user asks about a specific server, agent, model or package.
get_finance_summarySummarize x402 agent-payment volume (DefiLlama) — latest stored day and the 7-day window split by chains with non-zero volume, with the data lag stated.No findings
Why it is in this group
- The name "get_finance_summary" says "get": a word for reading.
Description, as the server wrote it Summarize x402 agent-payment volume (DefiLlama) — latest stored day and the 7-day window split by chains with non-zero volume, with the data lag stated. Use when the user asks about agent payments or x402 volume.
get_github_trendingList repositories seen on GitHub Trending — last N days (1-100), newest first, with rank and stars gained today; limit/offset page through the list.No findings
Why it is in this group
- The name "get_github_trending" says "get": a word for reading.
Description, as the server wrote it List repositories seen on GitHub Trending — last N days (1-100), newest first, with rank and stars gained today; limit/offset page through the list. Use when the user asks what is trending on GitHub.
get_llm_summarySummarize the Hugging Face model watchlist — model count, new arrivals, derivative net flow and the license tier mix.No findings
Why it is in this group
- The name "get_llm_summary" says "get": a word for reading.
Description, as the server wrote it Summarize the Hugging Face model watchlist — model count, new arrivals, derivative net flow and the license tier mix. Use when the user asks about open LLMs and their licenses.
get_mcp_ecosystem_summarySummarize the MCP server ecosystem — unique servers, 7-day arrivals vs the previous 7 days, per-registry counts and new arrivals per category.No findings
Why it is in this group
- The name "get_mcp_ecosystem_summary" says "get": a word for reading.
Description, as the server wrote it Summarize the MCP server ecosystem — unique servers, 7-day arrivals vs the previous 7 days, per-registry counts and new arrivals per category. Use when the user asks how big or how fast-growing the MCP ecosystem is.
get_npm_trendsFetch daily download counts for an npm package — up to 100 days, with total, latest day and average over days that have data; days without collection are null with a note.No findings
Why it is in this group
- The name "get_npm_trends" says "get": a word for reading.
Description, as the server wrote it Fetch daily download counts for an npm package — up to 100 days, with total, latest day and average over days that have data; days without collection are null with a note. Use when the user asks how an npm package is growing.
get_package_comparisonCompare npm/PyPI download activity for up to 20 packages — last 30 days: total, latest day and average (a longer list is cut and says so).No findings
Why it is in this group
- The name "get_package_comparison" says "get": a word for reading.
Description, as the server wrote it Compare npm/PyPI download activity for up to 20 packages — last 30 days: total, latest day and average (a longer list is cut and says so). Use when the user wants to compare package popularity side by side.
get_protocols_timelineList the protocol chronicle (MCP, A2A, AP2, x402) — releases and milestones, newest first, optionally filtered by protocol; limit/offset page through the entries.No findings
Why it is in this group
- The name "get_protocols_timeline" says "get": a word for reading.
Description, as the server wrote it List the protocol chronicle (MCP, A2A, AP2, x402) — releases and milestones, newest first, optionally filtered by protocol; limit/offset page through the entries. Use when the user asks when a protocol shipped something.
get_pypi_trendsFetch daily download counts for a PyPI package — up to 100 days, with total, latest day and average over days that have data; days without collection are null with a note.No findings
Why it is in this group
- The name "get_pypi_trends" says "get": a word for reading.
Description, as the server wrote it Fetch daily download counts for a PyPI package — up to 100 days, with total, latest day and average over days that have data; days without collection are null with a note. Use when the user asks how a PyPI package is growing.
market_overviewFetch the observatory front page in one call — MCP servers, A2A agents, HF models, x402 money, top-5 growth with one catalog line each, new arrivals per category and data coverage,…No findings
Why it is in this group
- The description's first verb is "fetch": a word for reading.
Description, as the server wrote it Fetch the observatory front page in one call — MCP servers, A2A agents, HF models, x402 money, top-5 growth with one catalog line each, new arrivals per category and data coverage, a few headline numbers each. Use when the user wants the state of the whole market in a single request.
pulseSnapshot every observatory metric for a day — window values with formula, formula_plain (one English line), basis, and per-metric history depth (metric_history_from); insufficient …No findings
Why it is in this group
- The description's first verb is "snapshot": a word for reading.
Description, as the server wrote it Snapshot every observatory metric for a day — window values with formula, formula_plain (one English line), basis, and per-metric history depth (metric_history_from); insufficient history is reported as a fact, never a fake zero. Use when the user asks for the current state of the AI agent ecosystem.
search_mcp_serversSearch MCP servers by canonical_key, name or description — substring match, not fuzzy search, ordered by stars when available; optional filters archived, has_repo, category, min_st…No findings
Why it is in this group
- The name "search_mcp_servers" says "search": a word for reading.
Description, as the server wrote it Search MCP servers by canonical_key, name or description — substring match, not fuzzy search, ordered by stars when available; optional filters archived, has_repo, category, min_stars, pushed_before run in one request; limit/offset page through the matches. Use when the user gives a name, a task word (PDF, payment) or a filter and wants keys and facts.
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Install
Pinned to version 4.0.10. Values in angle brackets are yours to fill in.
claude mcp add --transport http machinepulse https://machinepulse.tech/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__machinepulse__get_mcp_ecosystem_summary",
"mcp__machinepulse__get_npm_trends",
"mcp__machinepulse__get_pypi_trends",
"mcp__machinepulse__get_github_trending",
"mcp__machinepulse__get_ecosystem_events",
"mcp__machinepulse__get_entity_profile",
"mcp__machinepulse__search_mcp_servers",
"mcp__machinepulse__get_package_comparison",
"mcp__machinepulse__pulse",
"mcp__machinepulse__market_overview",
"mcp__machinepulse__get_agents_summary",
"mcp__machinepulse__get_llm_summary",
"mcp__machinepulse__get_finance_summary",
"mcp__machinepulse__get_protocols_timeline"
],
"ask": [
"mcp__machinepulse__leaderboard",
"mcp__machinepulse__data_quality"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as machinepulse. Review it before you use it.