Developer Tools MCP Servers

MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.

Streamablehttp Client PyPI
A
mcp-streamablehttp-client

Streamable HTTP to stdio proxy client for MCP servers with OAuth support

Developer Tools Score 99/100 0 findings Cap. Minimal
Streamlit PyPI
A
streamlit-mcp

Serve an existing Streamlit app as an MCP server — agents drive it natively, no browser.

Developer Tools Score 99/100 0 findings Cap. Minimal
Strength Training PyPI
A
strength-training-mcp

MCP server for evidence-based strength training

Developer Tools Score 99/100 0 findings Cap. Minimal
Structured Address Fix PyPI
A
structured-address-fix-mcp

Model Context Protocol (MCP) server exposing the structured-address-fix ISO 20022 address-remediation library as agent tools.

Developer Tools Score 99/100 0 findings Cap. Minimal
Stubborn PyPI
A
stubborn-mcp

MCP server for Stubborn — deterministic code and contract context

Developer Tools Score 99/100 0 findings Cap. Minimal
Subconscious PyPI
A
subconscious-mcp

Local-first semantic memory for MCP agents. Recall, remember, forget, echo, drift detection, stats over stdio.

Developer Tools Score 99/100 0 findings Cap. Minimal
Sugra Api PyPI
A
sugra-api-mcp

Gateway connector between LLM agents and Sugra API world data through a bundled endpoint catalog and operation_id calls. Works with Anthropic Claude, OpenAI GPT, Google Gemini, xAI, and any MCP-enabled IDE.

Developer Tools Score 99/100 5 findings Cap. Minimal
Suitable Loop PyPI
A
suitable-loop

Local production engineering platform — semantic code analysis, git risk scoring, and log correlation via MCP

Developer Tools Score 99/100 0 findings Cap. Minimal
Sumologic Mcp Python PyPI
A
sumologic-mcp-python

Model Context Protocol server for Sumo Logic API integration

Developer Tools Score 99/100 0 findings Cap. Minimal
Swaitch PyPI
A
swaitch

Switch IDEs without losing your AI conversation context. An MCP server that bridges conversations across coding assistants.

Developer Tools Score 99/100 0 findings Cap. Minimal
Symdex 100 PyPI
A
symdex-100

Semantic fingerprints for 100x faster code search. Python-focused Cypher metadata stored in sidecar index.

Developer Tools Score 99/100 0 findings Cap. Minimal
Synapse 2 implementations
A
best: synapse-mcp

Persistent MCP server — session memory, engineering pipeline, and living knowledge base for AI agents

Developer Tools Best score 99/100 0 findings Cap. Minimal
Synapse Layer PyPI
A
synapse-layer

Persistent memory infrastructure for AI agents — AES-256-GCM encrypted at rest, semantic search, MCP-native.

Developer Tools Score 99/100 0 findings Cap. Minimal
Synix Agent Mesh PyPI
A
synix-agent-mesh

Agent capture layer — cross-device memory mesh with viewer and MCP

Developer Tools Score 99/100 1 finding Cap. Minimal
Ta Lib PyPI
A
ta-lib-mcp-server

Read-only Python MCP server for TA-Lib indicator discovery and computation.

Developer Tools Score 99/100 0 findings Cap. Minimal
Tableau Graphql PyPI
A
tableau-graphql-mcp

Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API (GraphQL).

Developer Tools Score 99/100 0 findings Cap. Minimal
Tableshot PyPI
A
tableshot

Extract tables from PDFs into clean, structured data -- instantly. An MCP server for AI assistants.

Developer Tools Score 99/100 1 finding Cap. Minimal
Tagmanager PyPI
A
tagmanager-mcp

Google Tag Manager MCP Server

Developer Tools Score 99/100 0 findings Cap. Minimal
Takanarishimbo Datetime PyPI
A
takanarishimbo-datetime-mcp-server

A simple MCP server that provides date and time functionality

Developer Tools Score 99/100 0 findings Cap. Minimal
Takanarishimbo Rosbridge PyPI
A
takanarishimbo-rosbridge-mcp-server

A MCP server that provides ROS topic publishing functionality via rosbridge

Developer Tools Score 99/100 0 findings Cap. Minimal
Talos PyPI
A
talos-mcp-server

MCP server for Talos Linux API integration - manage clusters with AI

Developer Tools Score 99/100 1 finding Cap. Minimal
Tapir Archicad PyPI
A
tapir-archicad-mcp

An MCP server that enables AI agents to automate Archicad using natural language via intelligent, semantic tool discovery.

Developer Tools Score 99/100 0 findings Cap. Minimal
Tappy PyPI
A
tappy-mcp

MCP management + inspector + monitoring tool: discover, configure, run, inspect and monitor MCP servers across AI clients.

Developer Tools Score 99/100 0 findings Cap. Minimal
Task Agents PyPI
A
task-agents-mcp

Multi-tool MCP server for specialized AI agents - each agent as its own tool

Developer Tools Score 99/100 0 findings Cap. Minimal