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MCP Catalog

Browse 2,691 Model Context Protocol servers · PythonClear

Alphafold Sovereign MCPOfficial
io.github.smaniches/alphafold-sovereign-mcp

MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph

AI & Machine LearningData & Databases
LAMA3Pythonv1.3.0pypi
Uniprot MCPOfficial
io.github.smaniches/uniprot-mcp

Model Context Protocol server for the UniProt protein knowledgebase.

Data & DatabasesAI & Machine Learning
LAMA3Pythonv1.2.6pypi
SpecLeftOfficial
io.github.SpecLeft/specleft

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

Development & Coding
LAMB3Pythonv0.4.0pypi
ai-audit-trailOfficial
io.github.sundsoffice-tech/ai-audit-trail

Tamper-evident audit trails for AI agents — Ed25519-signed, hash-chained, EU AI Act ready.

Security
LAMB3Pythonv0.4.7pypi
Rhumb MCPOfficial
io.github.supertrained/rhumb-mcp

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

Cloud & DevOpsAI & Machine Learning
LAMA3Pythonv0.8.2npm
mnemeOfficial
io.github.TheGoatPsy/mneme

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

Knowledge & Memory
LAMA3Pythonv3.5.0npm
agentmemOfficial
io.github.Thezenmonster/agentmem

Governed memory for coding agents. Trust lifecycle, conflict detection, health scoring.

Knowledge & MemoryAI & Machine Learning
LAMB3Pythonv0.2.5pypi
InvGate Service DeskOfficial
io.github.tracegazer/invgate-service-desk-mcp

InvGate Service Desk MCP: 96 tools/11 domains, 3-tier access (none/support/full), OTel.

Productivity & DocsCloud & DevOps
LAMA3Pythonv0.2.0pypioci
VaquillOfficial
io.github.Vaquill-AI/vaquill-mcp

Legal research: US primary law, Indian case law (31M+ judgments), and citation graph traversal.

Search & WebKnowledge & Memory
LAMB3Pythonv0.1.1remote
MetaTrader 5 MCP BridgeOfficial
io.github.vincentwongso/mt5-trading-mcp

Let an AI agent read and trade a MetaTrader 5 account over MCP, behind a human-approval gate.

Finance & CryptoProductivity & Docs
LAMA3Pythonv1.4.2pypi
MCP GitlabOfficial
io.github.vish288/mcp-gitlab

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

Development & CodingCloud & DevOps
LAMA3Pythonv0.9.1pypi
koreanpulseOfficial
io.github.whdrnr2583-cmd/koreanpulse

Korean equities in English: DART filings, activist & foreign-holder classification, KRX news.

Finance & Crypto
MA3Python7 toolsv0.1.11remote
Ckg MCPOfficial
io.github.Yarmoluk/ckg-mcp

Compressed Knowledge Graphs: 97 domains, 3.8x RAG F1, 11x fewer tokens, any MCP client.

AI & Machine LearningKnowledge & Memory
LAMA3Pythonv0.7.6pypi
AIGEN — Open Bounty Protocol for AI AgentsOfficial
org.duckdns.cryptogenesis/safe-agent

Open bounty protocol for AI agents. 22 tools: token safety scans + paid missions. 0.5% fee.

Finance & CryptoSecurity
LAMA3Pythonv3.1.0remote
Self Hosted AIOfficial
org.sovgrid/self-hosted-ai

Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.

AI & Machine LearningKnowledge & Memory
LAMA3Pythonv1.0.0remote
Publish MCP ServerOfficial
io.github.marlenezw/publish-mcp-server

An MCP server that helps developers publish their MCP servers to the registry

Development & Coding
LAMD6Pythonv0.1.3pypi
McpgOfficial
io.github.devopam/mcpg

A production-grade PostgreSQL Model Context Protocol (MCP) server.

Data & Databases
LAMA5Pythonv0.6.8pypi
memoOfficial
io.github.jagoff/memo

Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

Knowledge & MemoryAI & Machine Learning
LAMA5Pythonv2.12.14pypi
OctoTrip Rental CarsOfficial
app.octotrip/rental-cars

Free, no-login rental car search with real-time pricing.

Search & WebCommerce & Marketing
LAMA4Pythonv1.0.0remote
GoodeyeOfficial
dev.goodeye/goodeye

Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.

AI & Machine LearningMedia & Design
LAMA4Pythonv0.19.2remote
Windows ManagementOfficial
io.github.AhmedLaminou/windows-mcp-server

Local Windows management, diagnostics, security, cleanup, and optimization MCP server.

Cloud & DevOpsSecurity
LAMA4Pythonv0.3.1pypi
AnimicaOfficial
io.github.animicaorg/animica

OpenAI-compatible AI inference, code, embeddings & agent tools for bots — and mine ANM.

AI & Machine LearningDevelopment & Coding
MA4Pythonv0.1.1npmremote
Bridge MCPOfficial
io.github.BarhamAgha1/bridge-mcp

Visual Desktop Bridge - Give any AI full control over Windows to automate apps and inputs.

Browser & AutomationCloud & DevOps
LAMC4Pythonv2.1.0pypi
Snowfakery MCPOfficial
io.github.composable-delivery/snowfakery-mcp

MCP server for authoring, analyzing, debugging, and running Snowfakery recipes

Development & CodingData & Databases
LAMA4Pythonv0.0.6pypi