Development MCP Servers

Development category — 939 MCP servers, ranked by GitHub stars.

J

jenkins-mcp-server

Development

Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations.…

★ 4 MCP Server
C

cinderwright-api

Development

Cross-protocol agent payments hub. x402, MPP, L402/Lightning. 1551 services indexed.

★ 4 MCP Server
C

Contentrain

Development

Git-native content governance for AI agents — 27 deterministic MCP tools over stdio and HTTP.

★ 4 MCP Server
T

time-node-mcp

Development

Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.

★ 4 MCP Server
A

agentforge

Development

Unified API gateway and marketplace for 300+ AI agents. One API key, REST + streaming, 90% creator revenue share, health monitoring.…

★ 4 MCP Server
S

SmartCLI — drive terminal TUIs

Development

Let agents drive vim, htop, lazygit: send keys, wait on screen state, read the rendered cell grid.

★ 4 MCP Server
M

mcp-injector

Development

Local MCP daemon that pre-indexes your codebase into a SQLite catalog and serves AST-compressed snapshots to Claude Code, Cursor, and VS…

★ 4 MCP Server
A

AI Skill Store

Development

Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.

★ 4 MCP Server Reachable
T

terminal-history-mcp

Development

Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. Local-only. 11-pattern secret redaction runs BEFORE insert.…

★ 4 MCP Server
P

podium-mcp

Development

Mobile E2E MCP (51 tools): iOS + Android, native UI + canvas/WebGL, no-vision, RN debug

★ 4 MCP Server
S

SSH MCP Server

Development

Modern SSH for AI agents — cloud servers to BusyBox routers, with destructive commands blocked.

★ 4 MCP Server
A

allmcps-server

Development

Search, browse, and submit MCP servers to the AllMCPs.com directory.

★ 4 MCP Server
M

mcp-server-gemini-bridge

Development

Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.

★ 4 MCP Server
M

mcp-server-ollama-bridge

Development

Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.

★ 4 MCP Server
M

mcp-server

Development
Official

MCP server for Jungle Grid, an agentic GPU execution layer that lets AI agents estimate, submit, monitor, and fetch logs for inference,…

★ 4 MCP Server
S

sylex-search

Development

Universal search engine for AI agents. Discover products, services, and businesses via MCP.

★ 4 MCP Server
C

cws-mcp

Development

MCP server for Chrome Web Store — extension upload, publish, status, and rollout

★ 4 MCP Server
J

jobd

Development

Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.

★ 4 MCP Server
M

mcp-server-toolkit

Development

Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection.…

★ 4 MCP Server
S

Swagger MCP Bridge

Development

Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.

★ 4 MCP Server
M

mcp-server-devutils

Development

Developer utilities MCP: base64, UUID, hash, JWT decode, cron, timestamps.

★ 4 MCP Server
M

mcp-server-github-actions

Development

GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.

★ 4 MCP Server
P

pkgdiet

Development

Put your node_modules on a diet - find unused dependencies, analyze health, and reduce size

★ 4 MCP Server
R

ReefAPI

Development

One MCP server for 180+ live web-data APIs returning clean JSON from sites that block scrapers.

★ 4 MCP Server Reachable
X

x402 Discovery MCP

Development

Discover x402 APIs by capability, price & trust. Powered by x402Scout.

★ 4 MCP Server
M

mobile-device-mcp

Development

AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools.

★ 4 MCP Server
H

heap-seance

Development

Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler with structured confidence-based verdicts.…

★ 4 MCP Server
R

rhumb

Development

Agent gateway for Index discovery, AN Score evaluation, and Resolve governed execution

★ 4 MCP Server
T

testcollab-mcp-server

Development

Manage test cases in TestCollab directly from your AI coding assistant. List, create, and update test cases with filtering, sorting, and…

★ 4 MCP Server
P

prumo

Development

Checks the context files a coding agent reads against the git index, and reports what drifted.

★ 4 MCP Server
D

Diffcontext

Development

Static-analysis-powered context compiler for LLM coding agents. Parses Python repos into dependency graphs, selects the minimal code…

★ 4 MCP Server
J

jsr-mcp

Development

Model Context Protocol server for the JSR (JavaScript Registry)

★ 4 MCP Server
A

Agent Blueprint

Development

Explore and download AI agent blueprints as Agent Skills directories for coding agents

★ 3 MCP Server
A

AgentBodega MCP

Development

Discover AgentBodega paid data tools, contracts, and x402/L402 HTTP payment handoff metadata.

★ 3 MCP Server
A

AgentHotspot

Development

Search thousands of MCP connectors from the AgentHotspot marketplace via your AI agent.

★ 3 MCP Server
B

Big Indexer

Development

Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TWIN guidance.

★ 3 MCP Server
S

server

Development

MCP server that teaches any AI agent the AIDE methodology via progressive disclosure

★ 3 MCP Server
D

desktopinsights-mcp

Development

Look up SDKs, frameworks, and dependencies used by 12,000+ macOS and Windows desktop apps. Search by technology adoption, compare stacks,…

★ 3 MCP Server
B

BumpGuard

Development

Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).

★ 3 MCP Server
Q

QR for Agent

Development

Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks

★ 3 MCP Server
G

GLM MCP

Development

GLM (Zhipu/Z.ai) as a ~10x cheaper file-editing subagent for AI coding agents.

★ 3 MCP Server
V

Vibes-Coded Agent Security and Commerce Tools

Development

Agent supply-chain security, scanner consensus, x402 reliability, and commerce MCP tools.

★ 3 MCP Server Reachable
U

uploadkit

Development
Official

UploadKit MCP — 40+ upload components, route scaffolds, BYOS setup, full docs search.

★ 3 MCP Server
E

ellmos CodeCommander

Development

Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.

★ 3 MCP Server
L

Liquid

Development

Connect your AI agent to anything — APIs, databases, and agents; read and write, auto-discovered.

★ 3 MCP Server
C

callout

Development

Multi-perspective architecture review for AI-assisted development. Nine expert viewpoints (CTO, Security, Product, DevOps, Customer,…

★ 3 MCP Server
A

atlassian-browser-mcp

Development

Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances…

★ 3 MCP Server
M

mcp-pulsenetwork

Development

914 paid market-data & token-safety endpoints — keyless x402 USDC: Base, Solana, XRPL, +8 chains

★ 3 MCP Server Reachable
D

docorbit

Development

Version-aware documentation context and verification infrastructure for AI coding agents. Discovers machine-readable specs (llms.txt,…

★ 3 MCP Server
L

localhost-mcp

Development

Inspect, manage, and kill local dev servers. Lists what's listening on each port (pid, framework, project, uptime, memory, cpu), diagnoses…

★ 3 MCP Server
D

discomcp

Development

Profile any MCP server into a reusable, read-only skill that captures how you actually use it — your workflows, the identifier hops that…

★ 3 MCP Server
W

Wisepanel

Development

Multi-agent deliberation across Claude, Gemini, and Perplexity. Stream and publish.

★ 3 MCP Server
A

adb-mcp: Android emulator and device control over adb

Development

Drive an Android emulator or device over adb: screenshot, inspect UI, tap, type, build and test.

★ 3 MCP Server
R

repocontext

Development

Next-gen AST codebase map, token compression (70%~85% savings), and context packaging engine for AI coding agents & IDEs.

★ 3 MCP Server
L

loopsense

Development

MCP server that closes the feedback loop for AI coding agents — CI monitoring, process watching, file changes, HTTP polling.

★ 3 MCP Server
F

fixgraph-mcp

Development

Search 25K+ verified engineering fixes by error or technology. For developers and AI agents.

★ 3 MCP Server
V

Veto

Development

93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys.

★ 3 MCP Server
A

agent-gate

Development

Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.

★ 3 MCP Server
S

synapse-code-mcp

Development

Structural code context server for AI agents — compressed symbol indexes, dependency graphs, and git diffs via TypeScript AST analysis.…

★ 3 MCP Server
T

TestAtlas

Development

Semantic map of a .NET test-automation solution for AI agents — search, impact, endpoints

★ 3 MCP Server