MCP Catalog

Browse 584 Model Context Protocol servers · Development & Coding · PythonClear

CategoryAll Data & Databases· 2,860 Development & Coding· 2,793 Search & Web· 2,475 Finance & Crypto· 2,251 Productivity & Docs· 2,207 Commerce & Marketing· 2,197 Cloud & DevOps· 2,043 Knowledge & Memory· 1,825 Security· 1,810 AI & Machine Learning· 1,664 Media & Design· 1,068 Communication & Messaging· 832 Browser & Automation· 668 Other· 280

Curate-IpsumOfficial

io.github.egoughnour/curate-ipsum

Code synthesis through belief revision, mutation testing, and verification

Development & CodingAI & Machine Learning

LAMC0Pythonv2.5.1pypimcpb

CrispASR Agent TranscriberOfficial

io.github.EmiyaKatuz/crispasr-agent-transcriber

Transcribe and understand local audio/video with CrispASR and local models only.

Media & DesignDevelopment & Coding

LAMA0Pythonv0.4.0pypi

K8s LensOfficial

io.github.firas-mcp-servers/k8s-lens-mcp

MCP server for natural-language Kubernetes operations across single or multi-cluster environments.

Cloud & DevOpsDevelopment & Coding

LAMB0Pythonv0.1.0pypi

GencodedocOfficial

io.github.fkom13/gencodedoc

Versioning de code et génération de documentation intelligents. Supporte CLI, API REST, et MCP.

Development & CodingProductivity & Docs

LAMC0Pythonv2.0.1pypi

methods-mcpOfficial

io.github.FlynnLachendro/methods-mcp

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

Development & CodingKnowledge & Memory

LAMA0Pythonv0.1.7pypi

Open Source Intelligence MCPOfficial

io.github.FoundryNet/oss-intel-mcp

GitHub project health, package dependency risk, trending repos, license & package comparison.

Development & CodingSecurity

LAMA0Python8 toolsv1.0.0remote

MCP Modal ServerOfficial

io.github.george-bobby/mcp-modal

MCP server for managing Modal apps, containers, volumes, and secrets.

Cloud & DevOpsDevelopment & Coding

LAMA0Pythonv0.2.4pypi

CompactPromptOfficial

io.github.gtkcyber/compactprompt

Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

Development & CodingKnowledge & Memory

LAMA0Pythonv0.5.2pypi

Guidance Lark MCPOfficial

io.github.guidance-ai/guidance-lark-mcp

Validate and test llguidance grammars with batch testing and documentation

Development & CodingAI & Machine Learning

LAMC0Pythonv0.1.2pypi

Codabench MCPOfficial

io.github.harshitAgr/codabench-mcp

MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.

AI & Machine LearningDevelopment & Coding

LAMB0Pythonv0.1.1pypi

Skim MCPOfficial

io.github.helloderekg/skim-mcp

Lossless skim-then-expand reading of big files, repos, and command output with far fewer tokens

Development & CodingKnowledge & Memory

LAMA0Pythonv0.1.1pypi

AI Workbench MCPOfficial

io.github.hrishikesh-thakre/ai-workbench-mcp

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

Development & CodingAI & Machine Learning

LAMA0Pythonv0.6.0a0pypi

mycrab-mcpOfficial

io.github.isgudtek/mycrab-mcp

Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom domains.

Cloud & DevOpsDevelopment & Coding

MC0Pythonv0.1.1pypi

Jira Admin MCPOfficial

io.github.its-qusai-nasr/jira-admin-mcp

78 tools to administer Jira Cloud: issues, fields, workflows, permissions, projects, bulk ops.

Development & CodingCloud & DevOps

LAMA0Pythonv0.1.1pypi

Bus MCPOfficial

io.github.jaimenbell/bus-mcp

MCP server fronting a self-hosted coordination-bus HTTP API: post/read/claim/release/heartbeat.

Cloud & DevOpsDevelopment & Coding

LAMA0Pythonv0.1.0pypi

GitHub MCPOfficial

io.github.jaimenbell/github-mcp

MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.

Development & Coding

LAMA0Pythonv0.1.0pypi

MCP FactoryOfficial

io.github.jaimenbell/mcp-factory

Manifest-driven MCP server scaffolder and runtime hub for tool integrations.

Development & CodingCloud & DevOps

MA0Pythonv0.1.0pypi

TMCPOfficial

io.github.jakyeamos/tmcp

Composable skill packets, harvests, workflow routing, and release/audit rubrics over MCP.

Development & CodingProductivity & Docs

LAMA0Pythonv0.3.3mcpb

PlainQuery | MCP DB AgentOfficial

io.github.Jarvis-27/mcp-db-agent

Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL.

Data & DatabasesDevelopment & Coding

LAMA0Pythonv1.0.1remote

Aperture MCPOfficial

io.github.jaysinailabs/aperture-mcp

Flag when a tracked commitment vanishes verbatim between two versions. A signal, not a judge.

Development & CodingKnowledge & Memory

LAMA0Pythonv0.2.0pypi

Arm Code MCPOfficial

io.github.jean-johnson-zwix/arm-code-mcp

MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrinsics, audit deps.

Development & Coding

MB0Pythonv0.1.0pypi

LoadbenchOfficial

io.github.jeongho54/loadbench

MCP server for structural load & stability math: tipping, support reactions, beam checks.

Development & Coding

MA0Pythonv0.1.0pypi

TenOfficial

io.github.johnbeans/ten

Ten formal algebra for machine intelligence — encode, decode, compose, and verify

AI & Machine LearningDevelopment & Coding

LAMC0Pythonv0.1.0pypi

Video Vision MCPOfficial

io.github.KitDevUA/video-vision-mcp

Analyze any video (local file or URL) into frames + transcript for Claude Code

Media & DesignDevelopment & Coding

LAMA0Pythonv0.5.0pypi