MCP Servers — Page 86

Debug Log Analyzer MCP

by certinia

Apex Log MCP Server - AI-powered Salesforce Apex debug log analysis. Find performance bottlenecks, slow methods, SOQL bottlenecks, and governor limit issues.

Docdex

by bekirdag

A document index with MCP, http and client support. https://docdex.org/

Files & Storage171mo

Edinet MCP

by ajtgjmdjp

EDINET XBRL parsing library and MCP server for Japanese financial data

Finance171mo

Fizzy MCP

by Fabric-Pro

Model Context Protocol Server for Fizzy

Eight free MCP servers for federal contracting data and policy tracking. SAM.gov, USASpending, GSA CALC+, BLS OEWS, GSA Per Diem, eCFR, Federal Register, Regulations.gov. 124 deterministic tool calls, installed from one config block in any MCP client. Companion to federal-contracting-skills.

FsMcp

by Neftedollar

FsMcp is an idiomatic F# toolkit for building Model Context Protocol (MCP) servers and clients with type safety, computation expressions, and zero boilerplate.

AI & ML1725d

Godkiller MCP

by taurus42119-stack

Your coding agent gaslights you. GODKILLER doesn't. Disk gates > vibes. claim_done only after verify.

Jolokia MCP Server

by jolokia

Let LLMs manage your Java application via JMX/Jolokia 🌶️

AI & ML1722d

MCP Jenkins

by kud

🛠️ Drive Jenkins from Claude — trigger builds, watch pipelines, and manage CI/CD jobs & nodes

Files & Storage173d

Mastyf.Ai

by mastyf-ai

Open-source AI security platform providing perimeter defense for LLMs and AI agents through swarm analysis, policy enforcement, adversarial testing, and real-time threat detection.

Security171mo

MCP Turso Cloud

by spences10

🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and database-level operations, making it easy to manage and query Turso databases directly from LLMs.

Databases171mo

MCP Vms

by jyjune

MCP server for controlling and accessing a video surveillance system

Developer Tools171mo

Mobius MCP

by Topman-14

Stream browser logs, network requests, and runtime events directly to AI coding agents for real time debugging.

Search & Web171mo

Mockloop MCP

by MockLoop

Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis.

AI & ML171d

Neat

by neat-technologies

Network Environment Architecture Tools

Developer Tools171mo

Ocr MCP

by sandraschi

FastMCP server providing advanced OCR capabilities with current state-of-the-art models (DeepSeek-OCR, Florence-2, DOTS.OCR, PP-OCRv5, Qwen-Image-Layered decomposition), WIA scanner control, and multi-format document processing for PDFs, CBZ comics, and images.

Files & Storage171mo

Orangepro MCP

by OrangeproAI

OrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and dynamic proof.

Outlook Classic MCP

by anasahmed07

Local MCP server that exposes classic Outlook desktop (mail, calendar, contacts, tasks, rules) to Claude and other MCP clients via COM. No Azure app, no Graph API, no OAuth.

Communication171mo

Pbx MCP

by ictinnovations

MCP server for Asterisk and FreeSWITCH. Lets AI assistants inspect channels, SIP registrations, trunk status and dialplan on a live PBX.

AI & ML1728d

Prompt To Asset

by MohamedAbdallah-14

MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, illustrations) — routes across 30+ image models, zero-key first, validates before shipping.

Developer Tools171mo

Replicant MCP

by thecombatwombat

Android MCP server - production-grade, token-optimized, accessibility-first

Developer Tools172mo

MCP Server

by Repliers-io

MCP server for Repliers Realtime Realestate API

Developer Tools172mo

SeedanceMCP

by AceDataCloud

MCP server for ByteDance Seedance video generation via Ace Data Cloud.

Engram

by staticroostermedia-arch

Geometric agent memory for Agents: 8-tool lean contract, harness injection at wake, session handoff. 79 MCP tools. Not a vector DB. Rust + MCP.

Databases171mo

Stats Compass MCP

by oogunbiyi21

Stats Compass MCP server and utils

Developer Tools172mo

StitchAPI

by rejifald

The agent-native runtime where a typed, declarative stitch replaces fetch — for humans and agents alike.

Search & Web171mo

Vault Cortex

by aliasunder

Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1.

Search & Web171mo

Viznoir

by kimimgo

VTK is all you need. AI-Ready VTK visualization for science and engineering.

Adobe Indesign MCP

by nutriandrea

MCP server for Adobe InDesign — 194 tools across 33 handlers, with UXP plugin, macOS JXA and Windows COM bridges

Automation163d

Agy MCP

by Boulea7

Use Google Antigravity (agy) as an agent backend from Claude Code / OpenAI Codex / Cursor / any MCP client. MCP server with 10 typed tools + Skill bundles, hybrid backend, capability detection, long-task supervisor, worktree-isolated execute.

Ai Intervention Agent

by XIADENGMA

An MCP tool that enables users to have real-time control over the AI execution process.

Cargo MCP

by jbr

an mcp server for cargo commands

Developer Tools161mo

Chiplab

by veecle

Give agents access to virtual hardware.

Claude Engram

by 20alexl

Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-session search.

Search & Web161mo

Cruxible

by cruxible-ai

Governed state engine for AI agents: typed, executable knowledge artifacts with a code-like lifecycle

CubismExternalEditMCP

by nana7chi

MCP for Live2D Cubism Editor 5.4 alpha1 External application integration

Developer Tools161mo

McpManager

by daniel3303

A self-hosted MCP proxy and aggregation platform. Manage multiple MCP servers and expose them through a single endpoint.

Db Timetable MCP

by jorekai

Ein Model Context Protocol (MCP) Server für die Deutsche Bahn Timetable API

Databases161mo

Devharness

by InDate

MCP server that connects AI assistants to Chrome DevTools Protocol for runtime debugging - set breakpoints, inspect variables, monitor network traffic, and automate browser interactions

Search & Web161mo

Dsh MCP

by Mr-potato-123

dsh as mcp, make your claude code or codex etc. faster, more powerful and more economic!

Developer Tools161mo

Esphome MCP

by saihgupr

A custom Model Context Protocol (MCP) server for managing ESPHome devices directly from AI chat tools

Communication161mo

Estonian MCP

by silly-geese

Get better Estonian writing from your AI agent. Offline MCP server (no third-party calls) wrapping EstNLTK, EKI Reeglid + Riigi Teataja. 26 read-only tools for spelling, morphology, orthography/grammar, kantseliit and legal Estonian. One-click install from Anthropic's Connectors Directory, or self-host. 96.5% on TalTech's inflection_et benchmark.