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.

Dmcp PyPI
A
dmcp

MCP proxy server that reduces LLM context overhead with on-demand tool loading from multiple upstream servers.

Developer Tools Score 91/100 0 findings Cap. Minimal
Java Codebase Rag PyPI
A
java-codebase-rag

jrag (formerly java-codebase-rag) — MCP server + jrag CLI for semantic + structural search over Java/Kotlin codebases

Developer Tools Score 91/100 0 findings Cap. Minimal
Memory Engine PyPI
A
mcp-memory-engine

A general-purpose neuro-symbolic MCP memory engine for AI assistants.

Developer Tools Score 91/100 0 findings Cap. Minimal
Nodestradamus PyPI
A
nodestradamus

See what breaks before you break it. Codebase intelligence for AI assistants.

Developer Tools Score 91/100 0 findings Cap. Minimal
Pagerduty Mcp Community PyPI
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pagerduty-mcp-community

Community-maintained fork of PagerDuty's MCP server with additional capabilities for interacting with your PagerDuty account.

Developer Tools Score 91/100 0 findings Cap. Minimal
Pmcp PyPI
A
pmcp

PMCP - Progressive MCP: Minimal context bloat with on-demand tool discovery

Developer Tools Score 91/100 21 findings Cap. High
Posit Mcp Repl PyPI
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posit-mcp-repl

MCP server exposing a long-lived interactive REPL runtime (R or Python backend) over stdio.

Developer Tools Score 91/100 0 findings Cap. Minimal
Remembrallmcp PyPI
A
remembrallmcp

Persistent knowledge memory and code dependency graph for AI agents - Rust, Postgres, pgvector, MCP

Developer Tools Score 91/100 0 findings Cap. Minimal
Strava Training PyPI
A
strava-training-mcp

MCP server for Strava — training load analysis, weekly plans, and activity insights

Developer Tools Score 91/100 0 findings Cap. Minimal
Phren Cli Source verified npm
A
@phren/cli

Knowledge layer for AI agents — CLI, MCP server, and data layer

Developer Tools Score 90/100 23 findings 272/wk Cap. Critical
Focusgts Eds Source verified npm
A
@focusgts/eds-mcp-server

MCP server for Adobe Edge Delivery Services — preview, publish, metrics, and content operations

Developer Tools Score 90/100 2 findings 131/wk Cap. High
Hx Multianim Source verified npm
A
@bh213/hx-multianim-mcp

MCP server for inspecting and manipulating running hx-multianim applications

Developer Tools Score 90/100 3 findings 49/wk Cap. Critical
Blackriver Gateway npm
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blackriver-gateway

BlackRiver Gateway — AI routing infrastructure by BlackRiver AI. 237 providers, one endpoint, auto-fallback, RTK+Caveman compression, MCP/A2A, desktop, PWA, and OpenAI-compatible APIs.

Developer Tools Score 90/100 1 finding 42/wk Cap. Minimal
Ultracode npm
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ultracode

Codebase RAG MCP server for code understanding - semantic search, duplicate detection, impact analysis for TS/JS/Python/C#/Go/Rust/Java/C++/Kotlin/Swift/Zig/Bash

Developer Tools Score 90/100 1 finding 33/wk Cap. Minimal
Overleaf Web Source verified npm
A
overleaf-web-mcp

Unofficial MCP server for browsing, tracked writing, organizing, compiling, reviewing, and monitoring version history in Overleaf projects through an authenticated web session.

Developer Tools Score 90/100 6 findings 27/wk Cap. Critical
Clip npm
A
@standardbeagle/mcp-clip

High-performance MCP server for clipboard access with WSL2 support

Developer Tools Score 90/100 1 finding 15/wk Cap. Minimal
Inspectra Source verified npm
A
inspectra

Multi-agent code audit system powered by GitHub Copilot Custom Agents and MCP

Developer Tools Score 90/100 3 findings 12/wk Cap. High
Mensa Cli npm
A
mensa-cli

Terminal chat interface for Claude AI with MCP support, session management, and agentic tools

Developer Tools Score 90/100 1 finding 12/wk Cap. Minimal
Memcp PyPI
A
memcp-server

Backend-agnostic, multi-tenant MCP memory server

Developer Tools Score 90/100 2 findings Cap. Moderate
Zotero PyPI
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mcp-zotero

MCP server for Zotero — library tools + optional semantic search

Developer Tools Score 90/100 1 finding Cap. Moderate