MCP Server Directory

AgentsKit-io/doc-bridge

Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.

Alberto-Codes/docvet

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

direct-web/drop-beacon-mcp

Search 100K+ EDC products. Track drops, compare prices, and analyze market trends.

JaxonAI/dsail

Turn a written policy into rules a program can check, and get the same answer every time.

jrullan/ducklab

Multi-LLM dev harness, MCP-operable: bugs, cycles, gates. Verdicts are exit codes, never opinions.

ellmos-ai/ellmos-blender-use-mcp

Local-first MCP asset QA for headless Blender: bounded scripts, FBX reimports, four-view renders.

ellmos-ai/ellmos-controlcenter-mcp

MCP control plane: discovery of servers, tools and skills, profiles, audits, gated tool gateway.

ed-smartass/esmole-mcp

Elasticsearch 7.x/8.x with connections managed at runtime by the agent, SSH tunnels, readonly.

moveinfra/eu-cloud-mcp

Move off AWS, GCP, Azure: EU-owned alternatives, EU cloud prices, exit fees, Terraform lock-in scan.

Rudrasamadhiya/expo-mcp-bridge

Let AI agents see, tap, type, scroll, screenshot and debug your Expo app on a real phone.

sdebruyn/fabric-dw-mcp-cli

MCP server for Microsoft Fabric Data Warehouses and SQL Analytics Endpoints

io.github.CedricKouma/facturx-toolkit

Validate, extract, repair and generate French Factur-X / EN16931 invoices via AgentForge API

amineutron/fedora-agents

Manage local KVM/libvirt VMs and Timeshift/Borg backups on Fedora: start, stop, clone, snapshot.

workingmodel/wm-figma-vector-mcp

Let Claude create and edit fully editable vector nodes on the Figma canvas.

AdityaSBisht/finance-mcp

Live stock, crypto, SEC filings, FX and macro data for LLM agents. No API keys.

findmephoto/findme-mcp

Create wedding galleries, upload photos, and pull analytics on FindMe Photo from any AI assistant.

jakobwennberg/fortnox-mcp

MCP server for Fortnox Swedish accounting API integration

SajmustafaKe/frappe-dev-mcp-server

MCP server for Frappe/ERPNext development with AI assistance for DocTypes, bench commands, and APIs

udhaykumarbala/gemini-image-studio-mcp

AI image generation and editing with Google Gemini. Structured JSON editing.

mrfentmen/genius-mcp

Search song lyrics and artists on Genius. No key required.

mrfentmen/github-status-mcp

GitHub status from GitHub Status. No key required.

ghcardhq/githubcard-mcp

Create GitHub profile and repository cards for READMEs, link previews and social posts.

muba00/gitstandup

Generate daily standup notes from git commits across multiple repositories with AI summaries.

pixelsmasher13/gridpath

Edit real .xlsx files with your agent: live formulas, and you review every change before it saves.

hiveforge-sh/hivemind

MCP server for Obsidian vaults - AI tools with consistent canonical context. Local-first.

studiomeyer-io/mcp-hook-conformance

Audits MCP servers for Claude Code mcp_tool hook readiness: idempotency, latency, side-effects.

EminUZUN/hoptell

Let AI coding agents (Claude Code, Codex, ...) message each other through a relay you host.

varaprasadreddy9676/huly-mcp

MCP server for Huly — manage projects, issues, documents and more via natural language.

hyperd-ai/hyperd-mcp

Pre-trade DeFi intelligence: 24 paid x402 tools incl. 6 synthesis verdicts, USDC on Base.

opsmill/infrahub-mcp

An MCP server connects your AI assistants to Infrahub using the open MCP standard.

theSharque/mcp-jperf

Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.

NomenAK/jev-tools

Evidence-oriented code questions, diff review and test selection via a Jev endpoint.

mrfentmen/jikan-mcp

Search anime and manga from MyAnimeList through the Jikan API. No key required.

teransarathchandra/jira-mcp-server

Jira Cloud delivery layer: ticket briefs, acceptance-criteria checks before the PR, QA handoff.

io.github.jakobpirk/jfpi

Makes JFPI links: joke links for people who ask questions an AI could have answered.

pablo-albaladejo/kaiord

Convert, validate, and inspect workout files (FIT, TCX, ZWO, Garmin Connect) for AI agents.

dillan/kip-mcp-server

Reads a boat's Signal K data and helps an AI assistant design and install KIP dashboards.

aplaceforallmystuff/mcp-kit

MCP server for Kit.com (ConvertKit) - manage subscribers, tags, sequences, broadcasts

cyyprezz/krita-codex-mcp

Control Krita through a secure local MCP server and authenticated Windows bridge.

devanshranjan10/landmines

Known open GitHub issues in exact npm and PyPI versions, with workarounds, for coding agents.

anthonybono21-cloud/leapfrog

Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, self-improvement.

IntrepidServicesLLC/lemonsqueezy-mcp-server

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

paulbreuler/limps

MCP planning server for AI agents — plan management, full-text search, and task lifecycle

LizzleChen/local-dfw-mcp

Your AI's DFW guide: events, appraisals, Dallas 311, crime, floods, schools, utilities, districts.

OjasKord/local-model-suitability-mcp

Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.

agentkitai/lore

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

NORTHTEKDevs/lossless-context-mcp

Agent context flight recorder: restore after compaction, fan-out packs, signed git-bound receipts.

mcpindex-ai/mcpindex-web

The MCP server index that vets servers, not just lists them. Advisory screen before you install.