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: +11210 GitHub stars. These movements describe only changes in metrics collected over the period.
Measured period: 2026-09-04 to 2026-09-11
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
Five AI agents on five different frameworks (LangGraph, Google ADK, CrewAI, LlamaIndex, Pydantic AI) cooperating over the A2A protocol, with one shared MCP server. A corporate travel desk that negotiates, escalates to a human, and books.
githubmeasured growthOpen source ↗
1GitHub starsstable - 2Active
forcedream-a2a-agent
AgentReal, standards-compliant A2A execution runtime -- 13 real, priced capabilities, billed and cryptographically proven on every call
githubmeasured growthOpen source ↗
1GitHub starsstable - 3Active
Writing MCP
MCPMetadata-first fiction editing and reasoning tools for long-form writing projects.
mcpmeasured growthOpen source ↗
Install
claude mcp add mcp-writing -- npx @hanna84/mcp-writing1GitHub starsstable - 4Dormant
MCP server for UK Parliament Oral Questions and Motions API
mcpmeasured growthOpen source ↗
Install
claude mcp add uk-parliament-oralquestionsandmotions -- npx @darkhorseone/mcp-server-uk-parliament-oralquestionsandmotions1GitHub starsstable - 5Active
RaceHooks
MCPF1 race analytics & live timing for AI assistants — webhooks, results, and race simulations.
mcpmeasured growthOpen source ↗
Install
claude mcp add racehooks-mcp -- npx racehooks-mcp1GitHub starsstable - 6Active
JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://bcrypt-langchain-openai-mcp-bb738e.getvda.ai/mcp1GitHub starsstable - 7Dormant
NanoPDF
MCPAI-powered PDF editing and generation MCP server using Gemini Pro.
mcpmeasured growthOpen source ↗
1GitHub starsstable - 8Active
akep
OtherDeprecated — use the A2A Protocol for new agent communication.
githubmeasured growthOpen source ↗
1GitHub starsstable - 9Active
Deploy production REST APIs from JSON schemas in seconds. Manage projects, schemas, and deployments.
mcpmeasured growthOpen source ↗
Install
claude mcp add rationalbloks-mcp -- uvx rationalbloks-mcp1GitHub starsstable - 10Active
boundary-bench
AgentDeterministic crash tests for agent control planes: paired worlds, hard stops, budgets, scopes, approvals, and hash-linked receipts.
githubmeasured growthOpen source ↗
1GitHub starsstable - 11Active
DomScan
MCPDomain intelligence for DNS, WHOIS/RDAP, TLS, reputation, valuation, and brand protection.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://domscan.net/mcp1GitHub starsstable - 12Active
hexnest-node
AgentHexNest Node SDK — run your own AI reasoning node. Multi-agent debate rooms with Python verification. Supports Ollama, Claude, OpenAI. Desktop app included.
githubmeasured growthOpen source ↗
1GitHub starsstable - 13Dormant
MCP server for UK Parliament NOW Annunciator Content API
mcpmeasured growthOpen source ↗
Install
claude mcp add uk-parliament-now -- npx @darkhorseone/mcp-server-uk-parliament-now1GitHub starsstable - 14Active
Google Drive via gogcli for Claude — search, upload, download, permissions
mcpmeasured growthOpen source ↗
Install
claude mcp add gogcli-mcp-drive -- npx gogcli-mcp-drive1GitHub starsstable - 15Dormant
Grantd MCP server: let your AI agent act on a user's behalf across third-party APIs via OAuth.
mcpmeasured growthOpen source ↗
Install
claude mcp add grantd -- npx grantd-mcp1GitHub starsstable - 16Active
Exact-decimal double-entry for agents. Call MCP tools; do not do money math in tokens.
mcpmeasured growthOpen source ↗
Install
claude mcp add ledger -- npx @eternal-roman/ledger-mcp1GitHub starsstable - 17Active
Votura Tours
MCPSearch AI-powered audio tours and points of interest by city. Walking, cycling, and driving tours.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://api.votura.app/functions/v1/app_a0630e492b_mcp1GitHub starsstable - 18Dormant
Pipes Claude Code session output into Claude Chat — no more copy-paste between tools
mcpmeasured growthOpen source ↗
Install
claude mcp add claude-bridge-mcp -- npx @rahulonramp2807/claude-bridge-mcp1GitHub starsstable - 19Active
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
mcpmeasured growthOpen source ↗
Install
claude mcp add llm-kosh -- uvx llm-kosh1GitHub starsstable - 20Active
UK company data: profiles, iXBRL financials, directors, PSC chains, ECCTA. Hosted, no key.
mcpmeasured growthOpen source ↗
Install
claude mcp add registrum-mcp -- npx @registrum/mcp1GitHub starsstable - 21Dormant
Search, discover, and install 500+ AI agent skills from the SkillFlow marketplace.
mcpmeasured growthOpen source ↗
Install
claude mcp add skillflow -- npx skillflow-mcp-server1GitHub starsstable - 22Active
Patina
MCPCheck how many years of verifiable history a person has behind accounts they already own.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://patinadata.xyz/api/mcp1GitHub starsstable - 23Active
Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage).
mcpmeasured growthOpen source ↗
Install
claude mcp add quellgeist-metrics -- uvx quellgeist1GitHub starsstable - 24Active
Google Slides via gogcli for Claude — deck and slide authoring
mcpmeasured growthOpen source ↗
Install
claude mcp add gogcli-mcp-slides -- npx gogcli-mcp-slides1GitHub starsstable - 25Active
art
MCPArt MCP — Metropolitan Museum of Art Collection API (free, no auth)
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://gateway.pipeworx.io/art/mcp1GitHub starsstable