Find MCP servers for your task.

Compare relevance, security, token footprint, health and freshness with evidence you can inspect. No LLM judge on the ranking path.

38 servers ranked by task relevance and recorded signals. How ranking works.

#	Server	Recorded evidence	Grade	Score
1	io.github.xxxoooxoxo/wiffDeterministic, resumable multi-agent workflows across Codex, Claude, Cursor, and Kimi.	5 GitHub stars Repository updated 40 days ago	—	0.647	Scorecard
2	io.github.b-shields/cmxflowComposable, tunable cheminformatics workflows: library preparation, clustering, docking, and more.	No measured ranking evidence available	—	0.644	Scorecard
3	io.github.sjh9714/routinekitCapture tool workflows, save typed tools, and replay with human approval. Includes an MCP Apps UI.	1 GitHub stars Repository updated 45 days ago	—	0.636	Scorecard
4	com.mcparmory/githubManage repositories, users, releases, and automate GitHub workflows	32 GitHub stars Repository updated 160 days ago	—	0.636	Scorecard
5	io.github.swantron/spendtronFinds the GitHub Actions workflow eating your CI bill and suggests fix diffs, verified against runs.	No measured ranking evidence available	—	0.621	Scorecard
6	io.github.SparkLaunch-Dev/sparklaunchFounder workflows for idea validation, branding, campaigns, landing pages, analytics, and CRM.	No measured ranking evidence available	—	0.620	Scorecard
7	io.github.pencilink/pencilManage tasks, projects, roadmaps, files, meetings, and team workflows with AI tools.	No measured ranking evidence available	—	0.605	Scorecard
8	io.github.OpenHCSDev/openhcsInspect, author, validate, and run high-content microscopy workflows.	No measured ranking evidence available	—	0.599	Scorecard
9	io.github.barissozudogru/gha-intelWorkflow timing analysis, configuration audit and billing insight for GitHub Actions.	2 GitHub stars Repository updated 2 days ago	—	0.578	Scorecard
10	io.github.shofer-dev/slang-workflowsProvable, declarative multi-agent workflows for Claude Code (typed .slang, non-LLM executor).	1 GitHub stars Repository updated 51 days ago	—	0.576	Scorecard
11	io.github.mathursrus/fraimAccountable AI workforce workflows with jobs, skills, rules, evidence, and mentoring.	No measured ranking evidence available	—	0.554	Scorecard
12	io.github.UnbearableDev/github-actions-auditGitHub Actions workflow security audit - 21 checks: pinning, permissions, secrets, injection.	No measured ranking evidence available	—	0.550	Scorecard
13	io.github.flowzap-xyz/flowzapCreate workflow, sequence, architecture, and mind map diagrams via AI assistants.	No measured ranking evidence available	—	0.537	Scorecard
14	io.github.jbeshir/workflowy-mcpSearch, read, create, and organize Workflowy nodes with breadcrumb context.	No measured ranking evidence available	—	0.504	Scorecard
15	io.github.emergent-wisdom/understanding-graphPersistent understanding via workflow prompts, typed updates, graph-native code, and supersession.	1 GitHub stars Repository updated 5 days ago	—	0.478	Scorecard
16	io.github.Evozim/linear-brokerIntegrates agents with Linear software development workflows.	No measured ranking evidence available	—	0.470	Scorecard
17	io.github.coo1white/cool-workflowSigned, cited, replayable workflows for Claude, Codex, Gemini, DeepSeek, and other agents.	2 GitHub stars Repository updated 2 days ago	—	0.470	Scorecard
18	io.github.mholzen/workflowyCreate, update, complete nodes, search & replace with regex and dry run, usage reports, transforms	72 GitHub stars Repository updated 66 days ago	—	0.455	Scorecard
19	io.github.drawcall-ai/drawcallDiscover Drawcall workflows for 3D apps and asset creation; read APIs and approve CLI logins.	No measured ranking evidence available	—	0.451	Scorecard
20	io.github.bugbug-io/mcpBugBug workflows for AI agents workflows for AI agents	4 GitHub stars Repository updated 0 days ago	—	0.449	Scorecard
21	io.github.dcadolph/vamooseCalendar workflow engine for time off, approvals, and quick actions on any calendar backend.	0 GitHub stars Repository updated 38 days ago	—	0.447	Scorecard
22	io.github.rcgalbo/aichatInter-agent communication for multi-agent Claude Code workflows.	0 GitHub stars Repository updated 236 days ago	—	0.422	Scorecard
23	io.github.Apertura-AI/arquestraAI orchestration for computational chemistry and HPC workflows.	0 GitHub stars Repository updated 196 days ago	—	0.408	Scorecard
24	io.github.jgaethle10/eventwaveEvent discovery and promotion workflows with human-controlled publishing and commerce.	No measured ranking evidence available	—	0.403	Scorecard
25	io.github.Yeelight/yeelight-metadata-mcpYeelight home metadata and guarded management workflows.	No measured ranking evidence available	—	0.397	Scorecard
26	io.github.bugbug-io/mcpBugBug workflows for AI agents workflows for AI agents	No measured ranking evidence available	—	0.364	Scorecard
27	io.github.Swih/ritokoResumable browser, API and MCP workflows for AI agents. Verify CSV/Excel batches locally.	1 GitHub stars Repository updated 10 days ago	—	0.361	Scorecard
28	io.github.timbassler88/snapstatePersistent state for AI agent workflows. Save, resume, and replay multi-step workflows.	7 GitHub stars Repository updated 188 days ago	—	0.355	Scorecard
29	io.github.aabxtract/kodaVerification and memory layer for coding-agent workflows.	No measured ranking evidence available	—	0.318	Scorecard
30	io.github.edobusy/agentholdShared versioned state for multi-agent AI workflows	No measured ranking evidence available	—	0.304	Scorecard
31	io.github.ruslanlap/pagespeed-insights-mcpGoogle PageSpeed Insights and CrUX: six workflow tools for web performance.	73 GitHub stars Repository updated 0 days ago	—	0.303	Scorecard
32	io.github.ruslanlap/pagespeed-insights-mcpGoogle PageSpeed Insights and CrUX: six workflow tools for web performance.	73 GitHub stars Repository updated 2 days ago	—	0.301	Scorecard
33	io.github.cwjgege/genflowaiRun GenflowAI templates and AI creative workflows for ecommerce visuals, UGC ads, and videos.	No measured ranking evidence available	—	0.272	Scorecard
34	io.github.Vladyslav-webDev/roundwatchDurable Algorand USDC payment monitoring for autonomous workflows.	No measured ranking evidence available	—	0.224	Scorecard
35	io.github.rodrgds/openpostManage social publishing workflows through OpenPost	No measured ranking evidence available	—	0.184	Scorecard
36	com.mcparmory/rootlyManage incident alerts, events, and workflows with custom automations	32 GitHub stars Repository updated 160 days ago	—	0.127	Scorecard
37	io.github.mscharfetter/kavra-siegelQualified eIDAS RFC 3161 timestamping for AI workflow provenance. SIGNIUS/IDnow backbone.	No measured ranking evidence available	—	0.117	Scorecard
38	com.mcparmory/clickupManage tasks, lists, checklists, comments, and project workflows	32 GitHub stars Repository updated 160 days ago	—	0.116	Scorecard