MCP Servers

J

joLink

L1ch404

A lightweight Java IDE for AI agents: incremental builds, fast tests, HotSwap and live debugging

L

log_analyzer_mcp - Analyze Log files via MCP

djm81

Log Analyzer MCP is a powerful Python-based toolkit designed to streamline the way you interact with log files. Whether you're debugging complex applications, monitoring test runs, or simply trying to make sense of verbose log outputs, this tool provides a command-line interface

M

MantisBT MCP Server

dpesch

MCP server for MantisBT REST API – read and manage bug tracker issues

M

MCP Mediator – Automatic MCP Server Generation

makbn

Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates various sources and tools into a unified system, enabling seamless automatic generation of a complete MCP Server

M

Mcp Allure Server

crisschan

Read an Allure report (a type of test report)

A

Atomistic Toolkit MCP Server

XirtamEsrevni

An MCP-compatible server providing atomistic simulation capabilities through ASE, pymatgen, etc.

M

MCP Backup Server

hexitex

A Model Context Protocol (MCP) server implementation that provides file backup and restoration capabilities

B

Bazel MCP Server

aaomidi

An MCP server providing common Bazel actions like build, test, and dependency analysis

L

LOINC API MCP Server

Kryzo

This project provides a modular Python wrapper for the LOINC API, with an MCP server interface that integrates seamlessly with Claude Desktop for intelligent medical terminology lookup and standardization.

M

Mcp Remote Ssh

faizbawa

MCP server giving AI agents full SSH access with secret-safe environment variable injection. Supports persistent sessions, structured command execution, SFTP file transfer, port forwarding, and automatic output redaction that prevents secrets from reaching the LLM

M

MCP Reporter

cyanheads

mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across their MCP servers ecosystem for both documentation and integration into other tools

C

Coderag

SylphxAI

Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + vector, MCP-ready for AI assistants

M

MCPHub 🚀

hemangjoshi37a

MCPHub - A cross-platform GUI application to discover, install, and manage Model Context Protocol (MCP) servers. Think of it as apt/pip but for MCP servers.

M

Meta API MCP Server

savhascelik

A user-friendly editor tool has been developed to create or edit JSON configuration files

M

micro-mcp

pelikhan

A MCP server framework for the BBC micro:bit and MakeCode

T

terminal-mcp

mkpvishnu

MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI apps

M

MSBuild MCP Server

zenoengine

A lightweight MCP server for building MSBuild projects. Supports dynamic MSBuild discovery using vswhere and provides flexible build configuration options.

M

Multimeter

mshobeyri

Scaffold, validate, format, and run YAML .mmt API tests. Do not invent syntax

N

Neo.mjs Neural Link

neomjs

Live runtime inspection, component tree, VDOM, state, and hot-patching bridge for Neo.mjs apps

B

BLEA

Nitmi

Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

M

mcacp

Oortonaut

MCP-to-ACP bridge: let any MCP client drive ACP coding agents

O

OpsLevel MCP Server

OpsLevel

Model Context Protocol (MCP) server for OpsLevel

C

CodeClone

orenlab

A structural review layer for Python — baseline-aware, deterministic, built for CI and AI agents

P

Pdf Toolkit Mcp

AryanBV

MCP server for PDF manipulation — create PDFs from Markdown with tables and formatting, fill forms, merge, split, encrypt, add QR codes. 16 tools, zero external binaries, TypeScript-native. Install: npx -y @aryanbv/pdf-toolkit-mcp

P

Pharo Smalltalk Interop Mcp Server

mumez

MCP server to communicate with local Pharo Smalltalk image.

S

smart-terminal

pungggi

MCP PTY server providing AI agents with real interactive terminal access

L

Lingua Universale MCP Server

rafapra3008

Verify AI agent communication with session types and formal proofs

P

Prolog Reasoner

rikarazome

SWI-Prolog as a logic calculator for LLMs

C

cli2mcp

RonieNeubauer

Wrap any command line tool as a Model Context Protocol server, with schema auto-inferred from --help

S

Sentry MCP Server

getsentry

Model Context Protocol (MCP) server for Sentry

S

Sentry MCP Server

getsentry

Model Context Protocol (MCP) server for Sentry

I

interactive-leetcode-mcp

SPerekrestova

Interactive LeetCode MCP server with authorization and solution submission capabilities

M

memex

STiFLeR7

Temporal engineering context for agents via MCP

L

Locus

SylphxAI

Locus: the exact code chunk for the job: local BM25 search for agents

V

vex

tenatarika

Local code search for agents: symbols, usages, call graph, AST patterns, grep, and semantic search

M

mcp server for unix pty control

ianks

The native MCP server for Unix PTY control gives AI models authentic, low-latency terminal access by spawning true pseudo-terminals—not brittle AppleScript hacks—so you can open persistent Bash, Python, or SSH sessions, run commands like “ssh prod.server,” and stream only fresh o

T

Termux-API-Tools-MCP-Server 项目说明

hyhAsma

MCP server endpoint for controlling Android devices through MCP client based on Termux-API commands

P

pindoc

var-gg

Code-pinned team memory for AI coding agents: typed artifacts, MCP-native, self-hostable

C

cortex-gateway

wellknownmcp

Self-hosted federated MCP gateway: one OAuth 2.1 MCP server in front of N apps, with user-level scopes.

C

ctxlint

YawLabs

Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase

W

Webhook.site MCP Server

zebbern

Capture HTTP, email, and DNS callbacks with webhook.site from MCP clients.

K

Klarion

0x1Adi

Secret scanning for AI agents: rules and entropy find candidates, a model decides which are real

N

Nauro

nauro.ai

Decision system for software built with AI

A

aicastle-school-openai-api-agent-project

smithery.ai

Fetch current stock prices and key data for symbols across global markets. Look up companies like…

A

aicastle-school-openai-api-agent-project11

smithery.ai

Fetch the latest available stock quotes by ticker symbol across international markets. Check price…

C

coldstart

AkashGoenka

Codebase memory for AI agents: an AST index plus agent-written notes that self-stale

R

renforge

alex-jordan547

Inspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds.

V

vulnicheck

andrasfe

HTTP MCP Server for comprehensive Python vulnerability scanning and security analysis

M

mcp-server-analyzer

Anselmoo

MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome

A

Arrakis MCP Server

abshkbh

MCP server for https://github.com/abshkbh/arrakis

B

Background Process MCP

waylaidwanderer

A Model Context Protocol (MCP) server that provides background process management capabilities. This server enables LLMs to start, stop, and monitor long-running command-line processes.

G

gcf-proxy

blackwell-systems

Drop-in MCP proxy. 71% fewer tokens. Session dedup compounds to 92%. Zero code changes.

B

Buildable

chunkydotdev

Buildable generates a phased backlog, scaffolds a private repo with CI, then serves JSON tasks through the Model-Controller-Prompt protocol. Any MCP-compatible assistant can pull tasks, push code, and move Kanban cards to Done.

B

Bruno Mcp

Ostico

A Model Context Protocol (MCP) server for creating, managing, and executing Bruno API testing collections. Supports both .bru and .yml (opencollection) formats with built-in security hardening.

C

CIRCL CVE SEARCH MCP Server

Cyreslab-AI

MCP server for CIRCL CVE Search API with intelligent risk assessment and comprehensive vulnerability analysis.

B

beacio

beacio.com

MCP server for Web Bluetooth on iOS Safari: scaffolding, UUID lookup, extension detection

G

google-play-developer-mcp

devinwang

MCP server for Google Play: full Android Publisher API v3 and Play Developer Reporting API

D

DevTime

Shakargy

Local-first engineering intelligence for software repositories.

D

Digma Code Observability MCP Server

digma-ai

No description yet

D

Dynamic MCP Server Framework

scitara-cto

A flexible and extensible framework for building Model Context Protocol (MCP) servers that conforms to the Model Context Protocol specification.