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MCP Catalog

Browse 378 Model Context Protocol servers · Development & Coding · Python · MIT LicenseClear

ai.mcpcap/mcpcapOfficial

An MCP server for analyzing PCAP files.

Development & CodingSecurity
44Pythonv0.9.6pypi
ai.smithery/Aman-Amith-Shastry-scientific_computation_mcpOfficial

This MCP server enables users to perform scientific computations regarding linear algebra and vect…

Development & CodingData & Databases
2Pythonv1.13.1remote
ai.smithery/afgong-sqlite-mcp-serverOfficial

Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…

Data & DatabasesDevelopment & Coding
0Pythonv1.16.0remote
ai.smithery/anirbanbasu-pymcpOfficial

Primarily to be used as a template repository for developing MCP servers with FastMCP in Python, P…

Development & Coding
8Pythonv0.1.7remote
ai.smithery/mrugankpednekar-mcp-optimizerOfficial

Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…

Productivity & DocsDevelopment & Coding
0Pythonv1.16.0remote
ai.smithery/ramadasmr-networkcalc-mcpOfficial

Look up DNS information for any domain to troubleshoot issues and gather insights. Get fast, relia…

Development & CodingSecurity
1Pythonv1.13.0remote
dev.deadends/deadends-devOfficial
deadends.dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

Knowledge & MemoryDevelopment & Coding
0Pythonv0.3.2pypi
dev.sourced/sourcedOfficial
Sourced

Source code search for every package on PyPI and npm.

Search & WebDevelopment & Coding
25Pythonv1.0.1remote
io.appcircle/appcircle-mcpOfficial
Appcircle MCP

MCP server for Appcircle mobile CI/CD platform.

Cloud & DevOpsDevelopment & Coding
0Pythonv1.0.0remote
io.cycloid.mcp/serverOfficial

An MCP server that let you interact with Cycloid.io Internal Development Portal and Platform

Cloud & DevOpsDevelopment & Coding
0Python6v1.0.1remote
io.github.214140846/skillhub-mcpOfficial

MCP server that exposes Claude-style skills to any MCP client.

Development & CodingProductivity & Docs
1Pythonv1.0.5pypi
io.github.AIops-tools/ot-aiopsOfficial
OT AIops

Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/EtherCAT.

Cloud & DevOpsDevelopment & Coding
0Pythonv0.3.0pypi
io.github.AgiMaulana/google-play-mcpOfficial
Google Play Console MCP

Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

Cloud & DevOpsDevelopment & Coding
5Pythonv0.5.0pypi
io.github.Aguantar/vibescan-mcp-serverOfficial

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

SecurityDevelopment & Coding
1Pythonv0.1.0pypi
io.github.AhmeedGamil/semhoodOfficial
semhood

AST-based semantic code search; results ship with their call graph (calls + callers).

Development & Coding
1Pythonv0.1.0pypi
io.github.AkynZH/pash-mcp-serverOfficial

Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic tool registration.

Development & Coding
1Pythonv1.0.0
io.github.Alberto-Codes/docvetOfficial

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

Development & Coding
8Pythonv1.15.1pypi
io.github.AllocContext/alloc-contextOfficial
AllocContext

Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.

Finance & CryptoDevelopment & Coding
0Pythonv0.3.0pypi
io.github.Anioko/archiet-auditOfficial

Submit architecture docs, get a consulting-grade traceability audit at a shareable URL

Development & CodingCloud & DevOps
0Pythonv0.1.2pypi
io.github.Anioko/archiet-xrayOfficial

Deterministic repo architecture maps: auth coverage, blast radius, readiness score, diagrams

Development & CodingCloud & DevOps
0Pythonv0.2.3pypi
io.github.AnnasMazhar/pyspark-mcpOfficial

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

Development & CodingData & Databases
0Pythonv0.0.4pypi
io.github.ArkNill/embgrepOfficial
Embgrep

Local semantic search — embedding-powered grep for files, zero external services.

Development & CodingSearch & Web
0Pythonv0.1.0pypi
io.github.Armada735/fake-star-auditOfficial

Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

SecurityDevelopment & Coding
0Pythonv0.1.1pypi
io.github.Atharva-Jayappa/blast-scopeOfficial

Contextual blast-radius scoring for shell commands an AI agent is about to run

SecurityDevelopment & Coding
0Pythonv0.5.1pypi