Agents, skills and MCP radar: tools and trends
Momentum based on available 7-day snapshots for Agents, skills and MCP: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.
Radar filters
What’s changing
Of 20 comparable tools in Agents, skills et MCP, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.
Measured period: 2026-09-05 to 2026-09-12
Tool ranking
Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.
- 1Active
Counter-signed evidence records for agent commerce: receipts, verification, dispute envelopes.
mcpmeasured growthOpen source ↗
Install
claude mcp add evidence -- npx tersign1GitHub starsstable - 2Active
timesheet.io MCP server - manage timers, projects, tasks and reports
mcpmeasured growthOpen source ↗
Install
claude mcp add timesheet-mcp -- npx @timesheet/mcp1GitHub starsstable - 3Active
Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.
mcpmeasured growthOpen source ↗
Install
claude mcp add project-knowledge-mcp -- npx project-knowledge-mcp1GitHub starsstable - 4Active
Zero-knowledge encrypted storage for humans and AI agents. Client-side AES-256-GCM, EU-hosted.
mcpmeasured growthOpen source ↗
Install
claude mcp add bitatlas -- npx @bitatlas/mcp-server1GitHub starsstable - 5Active
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
mcpmeasured growthOpen source ↗
Install
claude mcp add tokencost-dev -- npx tokencost-dev1GitHub starsstable - 6Active
Coldrig — cold-email infra run by your agent: 28 MCP tools, live sending, free sandbox. $99/mo.
mcpmeasured growthOpen source ↗
Install
claude mcp add agent-cold-email -- npx agent-cold-email1GitHub starsstable - 7Dormant
MCP server for Yandex Direct API v5 — campaigns, ads, keywords, bids, audiences
mcpmeasured growthOpen source ↗
Install
claude mcp add yandex-direct -- uvx mcp-server-yandex-direct1GitHub starsstable - 8Dormant
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.
mcpmeasured growthOpen source ↗
Install
claude mcp add magnifica-humanitas-mcp -- npx magnifica-humanitas-mcp1GitHub starsstable - 9Dormant
Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.
mcpmeasured growthOpen source ↗
Install
claude mcp add openclaw-registry -- npx agentbase-mcp1GitHub starsstable - 10Active
Industrial-AIOps energy edition: IEC-104/DNP3/IEC-61850 read-only OT connectors on iaiops.core.
mcpmeasured growthOpen source ↗
Install
claude mcp add iaiops-energy -- uvx iaiops-energy1GitHub starsstable - 11Dormant
Website safety and trust analysis. Verify domain reputation and detect phishing with GridinSoft.
mcpmeasured growthOpen source ↗
Install
claude mcp add inspector -- npx @gridinsoft/mcp-inspector1GitHub starsstable - 12Active
Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.
mcpmeasured growthOpen source ↗
Install
claude mcp add invigil -- uvx invigil1GitHub starsstable - 13Active
BT Ops MCP
MCPSecure MCP server for BT Panel operations with scoped permissions and audited writes.
mcpmeasured growthOpen source ↗
Install
claude mcp add bt-ops-mcp-server -- npx bt-ops-mcp-server1GitHub starsstable - 14Active
MCP server for XRPL identity: DIDs, credentials, signer lists, and safe transaction workflows.
mcpmeasured growthOpen source ↗
Install
claude mcp add xrpl-identity-mcp -- npx xrpl-identity-mcp1GitHub starsstable - 15Active
Singapore property & financial data APIs for AI agents. 27 MCP tools. x402 micropayments.
mcpmeasured growthOpen source ↗
Install
claude mcp add bounty-api -- npx bountyapi-mcp1GitHub starsstable - 16Dormant
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.
mcpmeasured growthOpen source ↗
Install
claude mcp add tickerr -- npx tickerr-mcp1GitHub starsstable - 17Active
Encrypted local ledger of structured user state, shared across every MCP-aware AI tool.
mcpmeasured growthOpen source ↗
Install
claude mcp add usrcp -- npx usrcp1GitHub starsstable - 18Active
Live football scores, match summaries, and fan clip links from Vublox. No API key required.
mcpmeasured growthOpen source ↗
Install
claude mcp add sports -- npx @vublox/agent-tools1GitHub starsstable - 19Active
Free, agent-first social-post metrics — a post URL in, views/likes/comments out.
mcpmeasured growthOpen source ↗
Install
claude mcp add pulse-mcp -- npx pulse-mcp1GitHub starsstable - 20Active
Track DSA/LeetCode practice with spaced repetition, ships with NeetCode 150.
mcpmeasured growthOpen source ↗
Install
claude mcp add dsa-tracker-mcp-server -- uvx dsa-tracker-mcp1GitHub starsstable - 21Active
Italian e-invoicing: FatturaPA XML/SDI, XSD v1.2.3, Specs 1.9.1, 43 tools. Signing, SDI, archiving.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-fattura-elettronica-it -- uvx mcp-fattura-elettronica-it1GitHub starsstable - 22Dormant
MCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.
mcpmeasured growthOpen source ↗
Install
claude mcp add localstack -- npx @giovane.martins/localstack1GitHub starsstable - 23Active
Structured-output enforcer: extract and validate JSON from messy LLM text.
mcpmeasured growthOpen source ↗
Install
claude mcp add agentcast -- npx @mukundakatta/agentcast-mcp1GitHub starsstable - 24Active
AI NPCs with persistent memory for game studios. NPC CRUD, dialogue, voice. Stdio or remote SSE.
mcpmeasured growthOpen source ↗
Install
claude mcp add ainpc-cli -- npx ainpc-cli1GitHub starsstable - 25Active
MCP server for the VesselAPI — maritime vessel tracking, port events, emissions, and navigation data
mcpmeasured growthOpen source ↗
Install
claude mcp add vesselapi-mcp -- npx vesselapi-mcp1GitHub starsstable