Model and agent tools MCP servers

8,645 servers

Call other models, run sub-agents, manage prompts and evaluate outputs.

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Glider io.github.glidermcp/glider

Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transports.

Version check not run yet

Developer tools Official MCP Registry · NuGet Local LICENSE
Agentled io.github.Agentled/mcp-server

Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.

Version check not run yet

Memory and context Official MCP Registry · npm Local 209 a week MIT
Openrouter Multimodal io.github.stabgan/openrouter-multimodal

Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.

Version check not run yet

Model and agent tools Official MCP Registry · npm · PyPI Local 200 a week APACHE-2.0
Laviya Agent Skills io.github.kartegagithub/laviya-agent-skills

Laviya AI Orchestration MCP runtime for IDE and agent integrations.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 199 a week MIT
Global Chat — x402 MCP Agent Discovery (LangGraph, CrewAI, Eliza, A2A) io.global-chat/mcp-server

x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + agent-marketplace.

Version check not run yet

Model and agent tools Official MCP Registry Local
PT Application Inspector MCP io.github.POSIdev-community/ptai-mcp

Standalone launcher and agent integration for the PT Application Inspector MCP proxy.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 192 a week MIT
tab io.github.paidwithtab/tab

Agents pay per call over HTTP 402: 8,600+ API routes, owner-signed budgets, signed receipts.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 187 a week MIT
Probe Kit io.github.mybolide/mcp-probe-kit

Spec-driven dev workflow MCP: start_* orchestration, memory, GitNexus, quality gates.

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Memory and context Official MCP Registry · npm Local 181 a week MIT
Bhived MCP io.github.ArtKeyAi/bhived-mcp

Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.

Version check not run yet

Memory and context Official MCP Registry · npm Local 48 a week APACHE-2.0
Pilot io.github.pilot-protocol/pilot-mcp

Your agent's overlay network. 435 specialist agents + P2P A2A messaging on a 190k-node network.

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Communication and chat Official MCP Registry · npm Local 46 a week APACHE-2.0
Gemini Image io.github.JimothySnicket/gemini-image

Google Gemini image generation, editing, and local processing via MCP

Version check not run yet

Design and media Official MCP Registry · npm Local 166 a week MIT
Correctover io.github.Correctover/correctover-mcp-server

Real-time LLM output verification with 6-dim contract validation and auto-failover across providers.

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Model and agent tools Official MCP Registry Local
WhitePact io.github.Guruprasath-Annadurai/whitepact

AI governance MCP server: trust scoring, guardrails, bias/hallucination detection, compliance.

45% up · 30 days

Model and agent tools Official MCP Registry · GitHub MCP Registry Local Remote
Mindbase io.github.frankchu91/mindbase

LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.

Version check not run yet

Docs and knowledge bases Official MCP Registry · npm Local 44 a week MIT
@tangle-network/agent-app io.github.tangle-network/agent-app

Build agent applications with typed chat, tools, sandboxes, integrations, billing, and evaluation.

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Communication and chat npm Local 16k a week MIT
Time io.github.yokingma/time-mcp

Time MCP Server, giving LLMs time awareness capabilities.

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Model and agent tools Official MCP Registry · npm Local 997 a week MIT
Agent Toolbelt io.github.marras0914/agent-toolbelt-mcp

19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 41 a week MIT
Approval Gate io.github.itcustomsolution/approval-gate-mcp

Fail-closed human approval gates for AI agent actions. Default-deny, TTL expiry, audit log.

Version check not run yet

Security Official MCP Registry · npm Local 147 a week MIT
Decompose io.github.echology-io/decompose

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

Version check not run yet

Model and agent tools Official MCP Registry · PyPI Local PROPRIETARY
@adcp/sdk io.github.adcontextprotocol/adcp-client

AdCP SDK — client, server, and compliance harnesses for the AdContext Protocol (MCP + A2A)

Version check not run yet

Model and agent tools npm Local 15k a week APACHE-2.0
ToolTrust Scanner io.github.AgentSafe-AI/tooltrust-scanner

Scans MCP servers for prompt injection, data exfiltration, and privilege escalation.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 37 a week MIT
Rhumb io.github.supertrained/rhumb-mcp

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

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 37 a week MIT
VibeRevert com.viberevert/viberevert

Local MCP server for AI coding safety: risk checks, sessions, checkpoints, and fix prompts.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 134 a week APACHE-2.0
Webhound ai.webhound/webhound

Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 research harness.

100% up · 30 days

Science and research Official MCP Registry · npm Local Remote 36 a week MIT
Website Auditor io.github.SpikeyCoder/website-auditor-mcp

AI visibility + site audits: see if ChatGPT, Perplexity, Claude & Gemini recommend a website.

Version check not run yet

Web search and scraping Official MCP Registry · npm Local 130 a week MIT
FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPT io.github.foundrole/jobs-mcp-proxy

AI job search MCP — fact-checked jobs, application tracker, alerts. ChatGPT, Claude, Cursor.

100% up · 30 days

Jobs and HR Official MCP Registry · npm Local Remote 129 a week ISC
Attic Standard io.github.AtticStandard/atom-mcp-server

The global price benchmark for AI inference: 23 price indexes, market KPIs and SKU-level prices.

100% up · 30 days

Data warehouses and analytics Official MCP Registry · npm Remote 35 a week MIT
Promptrejectormcp io.github.revsmoke/promptrejectormcp

Security gateway for AI agents: detects prompt injections, jailbreaks, and common vulnerabilities.

Version check not run yet

Security Official MCP Registry · npm Local 34 a week ISC
Cool Workflow io.github.coo1white/cool-workflow

Signed, cited, replayable workflows for Claude, Codex, Gemini, DeepSeek, and other agents.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 123 a week BSD-2-CLAUSE
Conarium io.github.dogrucanemek-alt/conarium

Governed database access for AI assistants: masking, signed receipts, coverage reconciliation.

Version check not run yet

Databases Official MCP Registry · npm Local 120 a week MIT
Gpt Image 2 io.github.runapi-builder/gpt-image-2-mcp

RunAPI MCP server for GPT Image 2: create tasks, poll status, check pricing.

Version check not run yet

Design and media Official MCP Registry · npm Local 120 a week APACHE-2.0
tokcalc MCP Server io.github.stevecrates489-commits/tokcalc

LLM serving capacity planner: VRAM, KV cache, GPU topology, latency, and cost.

100% up · 30 days

Model and agent tools Official MCP Registry · npm Local Remote 120 a week APACHE-2.0
Mistral io.github.Swih/mistral-mcp

Mistral MCP server: extract invoices and documents from text, Markdown or OCR into typed JSON.

Version check not run yet

Office documents and spreadsheets Official MCP Registry · npm Local 119 a week MIT
Openai Ads io.github.HYPD-AI/openai-ads-mcp

Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and insights.

Version check not run yet

Marketing and SEO Official MCP Registry · npm Local 32 a week MIT
TickerDB com.tickerdb/mcp-server

Pre-computed market data that improves agent reasoning, reduces token usage, and replaces pipelines.

100% up · 30 days

DevOps and infrastructure Official MCP Registry · npm Local Remote 116 a week MIT
Fitter io.github.PxyUp/fitter

Turn any website or API into structured JSON with LLM-authored declarative scraping configs.

Version check not run yet

Web search and scraping Official MCP Registry · Go modules Local MIT
Ramen: self-hosted MCP for teams io.github.bkraad47/ramen

Multi-zone MCP server for GKE/EKS/AKS: Python tools from git, NeMo guardrails, SSO, autoscaling.

Address set by you

Communication and chat Official MCP Registry · PyPI Remote BSD-3-CLAUSE
Imperal MCP io.github.imperalcloud/imperal-mcp

Build, validate, smoke-test & deploy Imperal declarative IR apps from any LLM or agent.

Version check not run yet

DevOps and infrastructure Official MCP Registry · PyPI Local GPL-3.0-ONLY
Claude Prompts io.github.minipuft/claude-prompts-mcp

Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 115 a week MIT
RecourseOS io.github.recourseOS/recourse

Consequence evaluation for AI agents. Check recoverability before destructive actions.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 115 a week MIT
Nodegrove VRAM: can I run it? io.nodegrove/vram-mcp

Can this LLM run on my GPU? VRAM, speed ceiling and what fits instead, for any model and GPU.

100% up · 30 days

Model and agent tools Official MCP Registry · npm Local Remote 112 a week (MIT-AND-CC-BY-4.0)
Licinexus io.github.Licinexus/mcp

Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4 prompts.

Version check not run yet

Government and public records Official MCP Registry · npm Local 30 a week MIT
Gpt Image io.github.runapi-builder/gpt-image-mcp

RunAPI MCP server for GPT Image: create tasks, poll status, check pricing.

Version check not run yet

Design and media Official MCP Registry · npm Local 110 a week APACHE-2.0
Skillflow io.github.rafsilva85/skillflow

Search, discover, and install 500+ AI agent skills from the SkillFlow marketplace.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 19 a week MIT
Terradev io.github.theoddden/terradev

Cross-cloud GPU orchestration CLI.

100% up · 30 days

Model and agent tools Official MCP Registry · npm Local Remote 29 a week MIT
Argosvix com.argosvix/server

Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor

Version check not run yet

Monitoring and observability Official MCP Registry · npm Local 104 a week MIT
Gpt 4o Image io.github.runapi-builder/gpt-4o-image-mcp

RunAPI MCP server for GPT-4o Image: create tasks, poll status, check pricing.

Version check not run yet

Design and media Official MCP Registry · npm Local 104 a week APACHE-2.0
Codex Delegate io.github.andreilungeanu/codex-delegate-mcp

Bridge AI coding hosts to the OpenAI Codex CLI for delegated implementation.

Version check not run yet

Model and agent tools Official MCP Registry · npm Local 103 a week MIT