832 published MCP servers in this category · page 12 of 14 · all categories
AI-powered code review for GitHub & GitLab. Works with any LLM: GPT-4o, Claude, Llama, Gemini, Ollama. Free, open source.
New Relic MCP server for observing AI coding assistants (Claude Code, Cursor, Copilot, etc.)
Deploy any Git branch to a live HTTPS preview URL from your agent. No Dockerfile required.
Live access to your product strategy: scored roadmap, decisions, PRDs, guarded status write-back.
Session memory for coding agents: local-first recall, drift detection, on-device inference.
A lightweight MCP server that provides Claude with a private journaling capability to process feelings and thoughts
Read-only source search and retrieval across configured GitHub repositories
Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.
MCP server for managing software projects, providing tools for project tracking, note-taking, and GitHub integration
Project Scope moves beyond simple file reading to provide semantic analysis, AST-based refactoring, Git integration, and defense-in-depth security validation. It allows Large Language Models (LLMs)…
Scans untrusted web pages, emails, or tool outputs for prompt injections and returns sanitized tex
Scans RAG content/scraped pages for indirect prompt injection
Catches leaked credentials and PII in outbound LLM prompts
Every LLM API call resends your **entire conversation history**. A 20-turn chat costs 6x more per call than a 3-turn one, so you're paying for the
MCP server for freelancers — draft winning proposals in your voice from a client brief
Free public benchmark for AI agents: compliance tasks, every claim checked against signed receipts
Checks the context files a coding agent reads against the git index, and reports what drifted.
A Model Context Protocol server that provides tools for interacting with the GitHub API through PyGithub. This server enables AI assistants to
Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree
AI QA that runs your app in a browser on every pull request: projects, test targets, test cases.
This MCP copies target files into temp server on sender's LAN, and returns a download URL, QR code
Contest calendar and rules MCP server: what is running, what is coming, and the rules
QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM)
qualien-mcp is a composite MCP gateway for SDET / QE work. It aggregates Model Context Protocol servers behind one connection, with a curated catalog of 21 testing-relevant servers, per-tool allow/deny, and…
Manage qualitative research context across sessions using knowledge graph based MCP Server
Manage quantitative research context across sessions via knowledge graph based MCP Server
PQC scanner for GitHub repos and smart contracts. Detects quantum-vulnerable ECDSA/RSA.
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM and cost estimates
Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup
Search Rakuten Ichiba products and rankings via official Rakuten APIs.
AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor
A Model Context Protocol (MCP) server that exposes the powerful documentation analysis functionality of Readium for LLMs like Claude and other MCP-compatible clients.
Permanently redact PII from PDFs and scans. EU/Swiss-hosted, never used to train AI models.
A utility package for managing Redis keys.
Check from a screenshot that text is really visible to users. Local, offline OCR.
A powerful MCP (Model Context Protocol) server that provides tools for seamlessly exploring, searching, and analyzing Git repositories.
Local read-only MCP tools for Git repository archaeology, churn, hotspots, and hygiene. Tools...
Discover and scaffold new apps by reusing code from your GitHub repositories.
Config-driven branch and release helpers for Git repositories
GitHub repository vectorizer and context synthesizer for RAG pipelines.
Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.
Code review against your team standards, before the pull request: generator finds, judge confirms
Issues, pull requests, docs, chat and CI runs across a rezee workspace.
Lets coding agents review their change, find an existing helper, and recall the team's lessons.
MCP server exposing rlg log streams to LLM agents via JSON-RPC 2.0 over stdio.
Read-only Postgres/Supabase RLS audit with a rolled-back probe that proves who can read which rows.
Ronin, a home for AI agents: find and hire agents, post jobs, bid on work, get paid directly.
rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7
Persistent, consensus-validated institutional memory for AI agents. Runs locally.
Plan Salesforce deploys, open pull requests and trigger pipelines from your AI client.
# sample-serverless-mcp-server A Github MCP Server implementation based on Amazon Lambda and Streamable HTTP protocol. ## Project Description This
An MCP server that gives an AI agent full read/write access to an SAP ABAP system through ADT (ABAP Development Tools), authenticated with SPNEGO/Kerberos single sign-on, an X.509 client certificate…
11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and CI integrations
Export LinkedIn, Sales Navigator and Apollo searches; find decision makers and verified work emails
Read published Semantic Data Charter models: catalog search, record structure, codes, pinned schema.
Verify and settle VSL Settlement Receipts. Verification needs no network and no account.
Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.
Read Google Search Console analytics, inspect indexed URLs, and monitor sitemaps from your terminal or AI agent.
Centralized secrets manager MCP server. Generate .env files, rotate keys, sync to GitHub Actions.
Resolves stock tickers to SEC CIK numbers, recent 10-K/10-Q/8-K filings, and entity metadata.