mcpField

MCP Servers

64,188 MCP servers for AI apps. Filter by category, badge and popularity.

Developer Tools

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Edgegap
Edgegap
Mathieu Duperre

edgegap-mcp connects your coding agent to Edgegap, the orchestration platform behind live multiplayer titles at 390+ studios. Instead of breaking off to a dashboard or an API reference mid-task, the agent creates the app.

1Developer Tools
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FARPY
FARPY
mangomunchr

Verified distributed compute for humans, applications, and agents. Submit Blender, Octane, and video workloads, route them across qualified GPUs, track asynchronous execution, download finished artifacts, and verify FARP

1Developer Tools
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Furrow Forms
Furrow Forms
useburrow

The form backend for vibe-coded websites. The only form backend an agent can run end to end. Full MCP server, agent skill, and examples for 33 tech stacks

1Developer Tools
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Kaiva Bridge
Kaiva Bridge
kaiv.ai

Kaiva Bridge generates a working MCP server from an OpenAPI spec, a Postgres database, or an MCP server you already run. It reads the schema, generates the typed tools, and hosts the endpoint. You write nothing. Connect any client

1Developer Tools
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Modelglass
Modelglass
Modelglass

Modelglass turns "which model should I use?" into a lookup instead of a guess. Seven tools give your agent live pricing across image, language, video, and audio models. Sourced and versioned, not scraped once and forgotten.

1Developer Tools
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SHIP
SHIP
letsship.ai

Assign Linear, Jira or GitHub issues to an AI coding agent team. Its coding agents plan and build each change, run code review and tests, and open a pull request in your GitHub repository.

1Developer Tools
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Skycloak
Skycloak
skycloak.io

Manage your Skycloak-hosted Keycloak: clusters, realms, apps, SSO and users, from any MCP client.

1Developer Tools
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Jenkins Mcp
Jenkins Mcp
WinJayX

Jenkins MCP server

1Cloud & Infra
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gdbstub-mcp
gdbstub-mcp
0xmortuex

Debug kernels through QEMU's gdbstub with no gdb binary, and explain triple faults

1Developer Tools
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1AIVault
1AIVault
stoicsoft

Portable AI memory vault — save memories, skills, and configs to a local database and share them across Claude Desktop, Claude Code, Cursor, Cline, and more

1Developer Tools
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1NCE API MCP Server
1NCE API MCP Server
1NCE-GmbH

MCP server for integration of LLMs with the 1NCE Management API

1Developer Tools
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gamenumerics
gamenumerics
26048608982lp-ai

Game numerical design and balance auditing MCP server with 17 deterministic tools, zero LLM guessing

1Developer Tools
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302_basic_mcp
302_basic_mcp
302ai

Provides basic functionality including search, code execution, calculator, web page parsing, and web deployment

1AI & Agents
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loci
loci
3M1RY33T

Scoped memory for coding agents: picks the right project, answers in scope, or abstains

1Memory & Knowledge
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Code Quality Scanner
Code Quality Scanner
luxemarasound-stack

x402 on demand micro services

1Developer Tools
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ColorwayKit
ColorwayKit
5zjk5

Verified color tokens for AI coding agents: one brand hex in, WCAG/APCA-measured themes out.

1Media & Design
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A2A-MCP 官方网站
A2A-MCP 官方网站
wjl110

A2A-MCP official website with modern UI and dark mode support

1AI & Agents
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AI Scanner
Aakashbhardwaj27

Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets

1Security
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Effect 中文文档
Effect 中文文档
aaronlou

Search Chinese translations of the official Effect docs (234 pages, v3 + v4). Each result includes verifiable citations: link back to the original section and see which upstream commit the translation was made against. Zero dependencies, fully self-contained offline

1Developer Tools
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abap2UI5
abap2UI5
abap2UI5

abap2UI5 dev loop for AI agents: validate views, screenshot, deploy and run apps - no SAP system

1Developer Tools
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Cornea, deterministic visual inspection
Cornea, deterministic visual inspection
AbduljabbarBXR

Cornea, deterministic visual inspection: deterministic visual inspection for AI agents. Overlap, overflow, contrast, quality

1Developer Tools
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MCP Trace
MCP Trace
abhishekash

Query OpenTelemetry traces from agent runs through MCP

1Data & Analytics
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mcp-trace-inspector
mcp-trace-inspector
abhishekash

Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons.

1Data & Analytics
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SpanHound
SpanHound
abhishekash

Capture local agent traces and inspect failures, approvals, and run comparisons.

1Data & Analytics
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HTTP
HTTP
Abhishekkumar2021

HTTP/REST client with saved collections, env secrets, and SSRF-safe host allowlisting

1Developer Tools
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agentloopkit
agentloopkit
abhiyoheswaran1

Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and status

1Developer Tools
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Abis Mcp Server
Abis Mcp Server
cijlabs

Real-time AI behavioral drift monitoring. 37 tools tracking 11 LLM models with 9-score scorecards, silent version change detection, immune threat assessment, and compliance reporting. Free tier, no API key required.

1Developer Tools
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universal-host-manager-mcp
universal-host-manager-mcp
Abktya

Cross-platform FastMCP server for authenticated remote Linux/macOS host administration

1Cloud & Infra
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btp-mcp-server
btp-mcp-server
ABRANJAN07

Discover SAP BTP services, browse service catalog, check running instances, query dests, & more

1Cloud & Infra
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apidog-tests-mcp
apidog-tests-mcp
acabala

MCP server for managing Apidog test cases, scenarios, suites, and test data

1Developer Tools
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Accessibilityai
Accessibilityai
groundlogic-ai-source

Open-source MCP server that scans URLs for WCAG 2.1 accessibility violations, generates AI-powered code fixes, re-verifies them, and produces full VPAT 2.5 / EN 301 549 compliance reports. Bring your own Anthropic API key.

1Developer Tools
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pentagonal-mcp
pentagonal-mcp
Achilles1089

AI smart contract forge — 8-agent security audits, generation, and compilation across 8 chains

1Security
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Code Index
Code Index
achreftlili

SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP

1Developer Tools
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ADB MCP Server
ADB MCP Server
nhungbeo

No description yet

1Developer Tools
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contribos
contribos
adityatiwari101104

Help open-source contributors earn maintainer trust: repo rules, briefs, and pre-submit checks.

1Version Control
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Advanced Code Analysis MCP Server
Advanced Code Analysis MCP Server
ItamarZand88

Advanced code analysis MCP server with knowledge graph and AI insights - TypeScript implementation with Neo4j backend.

1Developer Tools
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agentsocks
agentsocks
Aelethion

Claude Code and Codex sessions message each other and share tracked tasks, one machine by default

1AI & Agents
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aethis-mcp
aethis-mcp
Aethis-ai

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

1Legal & Government
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aetumi
aetumi
AETumiApp

AETumi MCP: Three.js/WebGL 3D web scenes, components and templates you own the source of.

1Developer Tools
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x402engine-mcp
x402engine-mcp
agentc22

50+ pay-per-call APIs for AI agents: images, LLM, code, crypto, travel & more via x402

1Developer Tools
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Agentforge Trust
Agentforge Trust
KOVY

One MCP connection → 100+ MCP servers, with trust audit, discovery, and execution. Trust Scores (0-100) across 5 dimensions: code health, security, behavioral audit, community trust, EU compliance.

1Developer Tools
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Anomalyarmor
Anomalyarmor
anomalyarmor

Data observability for engineering teams: alerts, freshness monitoring, schema drift detection, validity rules, lineage. Connect any MCP client (Claude Code, Cursor, Claude Desktop) via 53 structured tools across Snowflake, BigQuery, Postgres, Databricks, Redshift, ClickHouse, My

1Developer Tools
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Agent Price Api
Agent Price Api
anhmtk

Commerce and DeFi intelligence for AI agents — marketplace search, best offer, budget deals, ACP quotes, plus DEX Scout and Meteora DLMM pool briefs. Built for bots and IDE integrations (Cursor, Claude, Smithery, …).

1Developer Tools
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Multi-Component System with A2A and MCP Server Integration
Multi-Component System with A2A and MCP Server Integration
BulloRosso

An agent playground (without authentication) in a single repo for fastest turn around cycles during experiments.

1AI & Agents
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Instant Business Website Builder & Next.js Generator
Instant Business Website Builder & Next.js Generator
AGI-CEO

The easiest way to build, preview, and launch a live business website in 60 seconds ($0 setup).

1Developer Tools
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Paladin Front PHP Rescue & Zero-PHP Migration MCP
Paladin Front PHP Rescue & Zero-PHP Migration MCP
AGI-CEO

PHP2Shell (CVE-2026-109618) scanner and automated WordPress to Zero-PHP Next.js migration.

1Security
A
agnt-regstry
agnt-regstry
adnantium

A registry app for managing MCP servers and A2A agent cards

1Developer Tools
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AI Process Manager (AIPM)
AI Process Manager (AIPM)
agorapassadoagora-debug

Structured Windows state for AI agents: processes, windows, UI trees. No screenshots.

1Developer Tools
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vibescan-mcp-server
vibescan-mcp-server
Aguantar

MCP server for VibeScan: scan projects for leaked secrets and security issues

1Security
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ReactFrame
ReactFrame
AhmetLoca

Search ReactFrame's React + Tailwind + Motion components, install free ones and price premium picks

1Developer Tools
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Playwright Testing Framework
Playwright Testing Framework
lupusludens-se

AI-driven test automation with Playwright and Cursor MCP server

1Developer Tools
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AI Coreutils — JSON-first CLI for Agents
AI Coreutils — JSON-first CLI for Agents
caseSHY

AICoreUtils is a JSON-first command line toolkit prototype for LLM agents

1Developer Tools
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AI Context Inspector
AI Context Inspector
cocaxcode

MCP server + CLI that scans any project to discover its full AI ecosystem: MCP servers, context files, skills, agents, memories, and configurations for 19+ AI tools (Claude, Cursor, Windsurf, Copilot, Gemini, Codex, and more). Generates interactive HTML dashboards and supports export.

1Developer Tools
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AI Dev Toolkit - MCP Server
AI Dev Toolkit - MCP Server
ReadyPlayerSix

A comprehensive MCP server combining file system access, AI Librarian, context compression, and project scaffolding tools

1Developer Tools
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AI Dev Toolkit
AI Dev Toolkit
ReadyPlayerSix

The AI Dev Toolkit is an all-in-one solution for managing Model Context Protocol (MCP) servers and enhancing AI assistants like Claude with advanced development capabilities.

1Developer Tools
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Soma
Soma
dinglebear.ai

RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and scaffold support

1Developer Tools
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Elicitly
Elicitly
elicitly.ai

Crypto social intelligence from X and Telegram, plus the Elfa Auto condition engine

1AI & Agents
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Ai Hr Management Toolkit
Ai Hr Management Toolkit
XJTLUmedia

AI HR Management Toolkit

1Developer Tools
A
agent-sec
agent-sec
kernora.ai

Zero-install security baseline for AI coding agents: OWASP/CWE-cited rules over MCP

1Security
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llmintel
llmintel
llmintel.ai

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to

1Developer Tools
4441–4500 of 12,204

New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.