Other

Used when no category rule matches the title or description.

The number on each card is the metadata score. Client fit is inferred from transport. If a source does not return a value, the field is null. Listings do not estimate or fill missing numbers. Showing 98 add-ons.

e2e

100

Open live web and mobile app sessions from an e2e project to inspect the app and try locators.

Verified Other

Apache-2.0 11,790 stars Last commit 23 Oct 2026

Interact with Microsoft 365 and Office services through the Microsoft Graph API.

Verified Other

MIT 1,068 stars Last commit 23 Oct 2026

Convert PDFs and other documents to structured formats via Docling, for AI applications.

Verified Other

MIT 774 stars Last commit 21 Oct 2026

StyleKit

100

MCP server for StyleKit styles, tokens, recipes, lint and repair over stdio or HTTP.

Verified Other

MIT 622 stars Last commit 22 Oct 2026

Daily stock screens, RS ratings, market breadth and group rankings for 12 markets. No API keys.

Verified Other

Apache-2.0 354 stars Last commit 22 Oct 2026

MCP server for MikroTik routers: firewall, NAT, routing, DHCP, DNS, WireGuard and more via SSH.

Verified Other

MIT 303 stars Last commit 23 Oct 2026

MCP server that provides access to Chinese stock market data using akshare-one

Verified Other

MIT 239 stars Last commit 23 Oct 2026

ARC-1

85

MCP server for SAP ABAP systems

Verified Other

MIT 237 stars Last commit 23 Oct 2026

whoop

100

MCP server for WHOOP health data — recovery, sleep, workouts, cycles, and trends.

Verified Other

MIT 169 stars Last commit 18 Oct 2026

Rust code index MCP server, native 1C:Enterprise (BSL) support. 37 tools, AST for 14 languages.

Verified Other

MIT 149 stars Last commit 23 Oct 2026

Kokon

100

Generate and edit images offline with Qwen-Image 2.1 on your GPU. Needs the Kokon desktop app.

Verified Other

AGPL-3.0-only 133 stars Last commit 23 Oct 2026

MCP server for AI-driven console application automation and monitoring

Verified Other

MIT 53 stars Last commit 14 Sep 2026

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

Verified Other

MIT 44 stars Last commit 23 Oct 2026

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

Verified Other

MIT 42 stars Last commit 21 Jan 2026

Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, reports.

Verified Other

Apache-2.0 39 stars Last commit 19 Oct 2026

DiffSense

100

MR/PR risk audit MCP server: semantic diff + rule engine, strict read-only. Run as image or pip.

Verified Other

Apache-2.0 30 stars Last commit 21 Oct 2026

Read-only MCP server for searching and reading Apple Messages history on macOS.

Verified Other

MIT 27 stars Last commit 23 Oct 2026

Pitroom

100

Hands bounded coding work to cheaper worker agents: verified answers, exact diffs, cost receipts.

Verified Other

MIT 24 stars Last commit 19 Oct 2026

List and track faxes on ICTFax, and send faxes when writes are enabled, over ICTCore REST.

Verified Other

MIT 17 stars Last commit 7 Sep 2026

qikly

100

Generates tests from acceptance criteria, then converges code with an agent that never sees them.

Verified Other

Apache-2.0 16 stars Last commit 19 Oct 2026

mcp

100

Scrape any website, extract structured data, and collect web content at scale with AI agents

Verified Other

ISC 14 stars Last commit 23 Oct 2026

MCP server for Cisco Packet Tracer 9 — live IOS, OSPF, BGP, NAT, VLAN, VoIP, QoS, IPv6, wireless.

Verified Other

MIT 14 stars Last commit 1 May 2026

BioMCP-TS

100

Biomedical MCP server: genes, variants, trials, literature, patents, optional SQL/R/biowasm tools.

Verified Other

Apache-2.0 12 stars Last commit 23 Oct 2026

Connect an AI agent to AgentSpore: receive tasks, report progress, and message other agents.

Verified Other

MIT 11 stars Last commit 23 Oct 2026

kibi-mcp

100

Kibi requirements, traceability, and proof MCP. Install as a project dev dependency.

Verified Other

AGPL-3.0-or-later 10 stars Last commit 23 Oct 2026

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

Verified Other

UNLICENSED 10 stars Last commit 21 Mar 2026

Macro-factor quantitative signal source for US and China stock markets via MCP.

Verified Other

MIT 9 stars Last commit 10 Oct 2026

janusmcp

100

Multi-account tool broker for AI agents — CLI and MCP.

Verified Other

MIT 9 stars Last commit 27 Sep 2026

OptiVibe

100

Lens design automation for Zemax OpticStudio through the typed ZOS-API

Verified Other

Apache-2.0 9 stars Last commit 23 Oct 2026

Airbnb stays by location and dates, and full listing details, as structured JSON.

Verified Other

MIT 8 stars Last commit 12 Oct 2026

Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker

Verified Other

MIT 8 stars Last commit 9 Aug 2026

Detect fake-recruiter and job-offer scams using free OSINT. No API keys.

Verified Other

MIT 8 stars Last commit 3 Jul 2026

.FAF Context — persistent project context for Cursor, VS Code and every MCP-compatible IDE.

Verified Other

MIT 7 stars Last commit 23 Oct 2026

Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

Verified Other

Apache-2.0 7 stars Last commit 15 May 2026

aurora

100

Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.

Verified Other

Apache-2.0 5 stars Last commit 31 Aug 2026

Universal coordination protocol for AI agents. Discovery, matching, and negotiation.

Verified Other

MIT 5 stars Last commit 24 Mar 2026

MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more from Claude Code.

Verified Other

MIT 5 stars Last commit 16 Apr 2026

React dashboard components — API lookup, code generation, and prop validation for AI tools.

Verified Other

MIT 5 stars Last commit 30 Mar 2026

Keyless prediction-market data across 12 venues plus paper-trading of crypto spot, futures, and PM.

Verified Other

MIT 4 stars Last commit 21 Oct 2026

Local dependency graph: callers, entry points and file:line evidence for what a change affects.

Verified Other

MIT 4 stars Last commit 20 Oct 2026

GripForge

100

Turn prompts into production-ready game assets: animated characters, textures, terrain, VFX, HUD.

Verified Other

MIT 4 stars Last commit 23 Oct 2026

qURL

100

Mint, resolve, audit, and rotate scope-limited expiring access links (qURLs) for AI agents.

Verified Other

MIT 4 stars Last commit 22 Oct 2026

Unofficial MCP server for YNAB: read-only by default, every change previewed and undoable.

Verified Other

MIT 4 stars Last commit 23 Oct 2026

WTFM

100

Your coding agent writes the user docs from your codebase, screenshots included.

Verified Other

Apache-2.0 4 stars Last commit 23 Oct 2026

MCP server for Android automation with UI interaction, screenshots, and device control

Verified Other

License unknown 4 stars Last commit 18 Sep 2025

Sugra API

100

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Verified Other

MIT 3 stars Last commit 23 Oct 2026

savvly

100

Savvly MCP: query fund data, model projections, and compare against alternative retirement products.

Verified Other

Apache-2.0 3 stars Last commit 23 Oct 2026

Dayanak

100

Citation-safe Turkish legal research: court decisions and legislation from official sources.

Verified Other

AGPL-3.0-only 3 stars Last commit 23 Oct 2026

Wallet infrastructure for Ai agents. EVM + Solana. x402 payments. No KYC.

Verified Other

MIT 3 stars Last commit 23 Oct 2026

Self-hosted Jira Server/Data Center 7-10 for AI agents with username + password. 42 tools.

Verified Other

ISC 3 stars Last commit 14 Oct 2026

Lemon Squeezy SDK as MCP server. Give your AI assistant access to payment and subscription data.

Verified Other

MIT 3 stars Last commit 24 Sep 2026

한국철도공사(KORAIL) 공공데이터 MCP 서버 — 98개 도구, API 키 신청 불필요. 역·열차·화물·통계 데이터 자연어 조회.

Verified Other

MIT 3 stars Last commit 26 Aug 2026

Generate cloud architecture diagrams, flowcharts, and sequence diagrams.

Verified Other

MIT 3 stars Last commit 27 Sep 2026

Full CRUD MCP server for FactorialHR: employees, teams, time off, projects, ATS, payroll.

Verified Other

MIT 3 stars Last commit 8 Sep 2026

Skill orchestrator: plan, execute, verify skills over MCP stdio.

Verified Other

MIT 3 stars Last commit 18 Oct 2026

MCP server for local speech translation (EN ↔ 中文) via Whisper + Claude + Piper

Verified Other

MIT 3 stars Last commit 17 Jun 2026

tapp

100

Test iOS, Android, and web apps with agent exploration, replayable flows, and CI gates.

Verified Other

MIT 2 stars Last commit 23 Oct 2026

Run bounded, deterministic MCP reliability tests and generate executable regressions.

Verified Other

Apache-2.0 2 stars Last commit 4 Sep 2026

Evaluate, simplify, and differentiate mathematical expressions.

Verified Other

Apache-2.0 2 stars Last commit 8 Oct 2026

GA4 MCP that reads AND writes: reports, funnels, audits, and server-side events. 26 tools.

Verified Other

MIT 2 stars Last commit 21 Aug 2026

Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.

Verified Other

MIT 2 stars Last commit 21 Oct 2026

Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library

Verified Other

MIT 2 stars Last commit 16 Oct 2026

veddata

100

MCP server for AI agents: discover a web page's data sources and drive the page to reach them.

Verified Other

MIT 2 stars Last commit 11 Oct 2026

rewelo

100

Prioritise a backlog with the relative weight method: score, rank, simulate and plan tickets

Verified Other

MIT 2 stars Last commit 26 Sep 2026

Dated log of SaaS, AI and crypto price changes: recent moves, history, biggest increases.

Verified Other

MIT 2 stars Last commit 10 Jul 2026

ohm-mcp

85

AST-based Python refactoring MCP server with safe automated refactorings and rollback

Verified Other

MIT 2 stars Last commit 24 Jan 2026

Deterministic eligibility decisions and test-driven rule authoring via the Aethis developer API.

Verified Other

MIT 1 stars Last commit 6 Oct 2026

macOS computer use with the guardrails on: passwords blacked out, writes need consent, all logged.

Verified Other

MIT 1 stars Last commit 23 Oct 2026

SupaForge

100

Find and fix drift between Supabase environments: schema, RLS, roles, auth, storage and more.

Verified Other

MIT 1 stars Last commit 22 Oct 2026

Conduit live-debug core (30 frozen tools) + Rea static RE domains over MCP stdio/HTTP.

Verified Other

MIT 1 stars Last commit 20 Oct 2026

Which parts of what you want to build open source already covers. Every repo checked live.

Verified Other

MIT 1 stars Last commit 23 Oct 2026

Model Context Protocol server that wraps the CADLens REST API.

Verified Other

MIT 1 stars Last commit 11 Aug 2026

Live Japan seasonal travel MCP: sakura, autumn leaves, flowers, festivals, fruit farms, weather.

Verified Other

MIT 1 stars Last commit 23 Oct 2026

MIMRY

100

Finds the files a coding task touches, so your AI agent reads less. Local CLI and MCP server.

Verified Other

MIT 1 stars Last commit 23 Oct 2026

VPS Ops

100

Stdio MCP server that inspects and (with confirmation) mutates one VPS over SSH.

Verified Other

MIT 1 stars Last commit 13 Oct 2026

Rank log patterns by volume and cost, then compact, tier down or offload the excess over each cap

Verified Other

MIT 1 stars Last commit 23 Oct 2026

MCP server for Slovak legislation (Slov-lex) with ELI and verifiable citations.

Verified Other

Apache-2.0 1 stars Last commit 6 Oct 2026

Risk preflight for AI Agent tool actions and Polymarket settlement and execution checks.

Verified Other

MIT 1 stars Last commit 5 Oct 2026

Harbor Registry MCP — projects, repos, artifacts, storage reports, cleanup (with dry-run).

Verified Other

MIT 1 stars Last commit 13 Aug 2026

Default trust layer for agentic payments: authorize agent spend, evidence, receipts, settlement.

Verified Other

Apache-2.0 1 stars Last commit 21 Sep 2026

Revenue Enablement: 12 deal and sales enablement tools by Helix GTM Consulting

Verified Other

MIT 1 stars Last commit 18 Oct 2026

Vouchwell

100

Read, verify and export a tamper-evident log of what an AI agent did. Read-only.

Verified Other

Apache-2.0 1 stars Last commit 13 Oct 2026

Your PromptLikeEngineer prompt library as MCP tools, slash prompts and resources. Add-only saves.

Verified Other

MIT 1 stars Last commit 23 Oct 2026

Unphurl

85

URL intelligence for AI agents and developers. 16 tools, 25 signal weights, 20 free checks.

Verified Other

MIT 1 stars Last commit 23 Apr 2026

Operational layer for running accounts: calendars, cadence, captions, hashtags, reporting.

Verified Other

MIT 1 stars Last commit 14 Jul 2026

Vietnam stock MCP: TA signals, Z/F/M scores, foreign flow, whale detection. 2000+ VN stocks.

Verified Other

MIT 1 stars Last commit 25 Apr 2026

Brazilian tools for agents: Pix, CEP, CNPJ, BCB rates + web capture and PDF. Pay per call.

Verified Other

MIT 1 stars Last commit 24 Jul 2026

tickerr

85

Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.

Verified Other

MIT 1 stars Last commit 12 May 2026

Check and improve the contract quality of any MCP server — for humans, agents, and platforms.

Verified Other

MIT 1 stars Last commit 1 Mar 2026

Find Offline Protocol SDK packages, read integration guides, plan and scaffold local apps.

Verified Other

Apache-2.0 0 stars Last commit 23 Oct 2026

Citation generator MCP server for APA, MLA and Chicago citations from a DOI or ISBN. No account.

Verified Other

MIT 0 stars Last commit 23 Oct 2026

AI agents hire people for work they can't finish alone, paid via stablecoin escrow on Base.

Verified Other

Apache-2.0 0 stars Last commit 23 Oct 2026

Build, validate, smoke-test & deploy Imperal declarative IR apps from any LLM or agent.

Verified Other

GPL-3.0-only 0 stars Last commit 23 Oct 2026

21 web-data tools for AI agents: jobs, news, research, field trends, reviews, Reddit leads.

Verified Other

MIT 0 stars Last commit 23 Oct 2026

Plan OpenAI Codex usage from local quota, banked resets and extra-reset forecasts.

Verified Other

MIT Stars unavailable Last commit 23 Oct 2026