MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 2 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40701 |
lmstudio-agent-mcp
Claim
Provides local agent capabilities for LM Studio including file I/O, terminal ex…
|
— | ||||||||
| 40702 |
agent-scheduler
Claim
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
|
— | ||||||||
| 40703 |
Enables AI assistants to execute Python functions and system commands via Strea…
|
— | ||||||||
| 40704 |
tenth-man-mcp
Claim
Adversarial review system that spawns three independent contrarian reviewers to…
|
— | ||||||||
| 40705 |
PandaDoc MCP Server
Claim
PandaDoc MCP server for creating, sending, signing, and tracking PandaDoc docum…
|
— | ||||||||
| 40706 |
@bsv/mcp
Claim
Provides tools and prompts for Bitcoin SV development, enabling code search, BR…
|
— | ||||||||
| 40707 |
Dichiarino
Claim
Enables AI assistants to help compile the Italian Modello 730 income tax return…
|
— | ||||||||
| 40708 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
|
— | ||||||||
| 40709 |
Setell
Claim
Modern quote to cash powered by AI
|
— | ||||||||
| 40710 |
Universal Dev MCP
Claim
Connects Claude AI to any development project (Django, Next.js, Laravel, etc.) …
|
— | ||||||||
| 40711 |
security-scanner-ai-mcp
Claim
Security Scanner Ai automation via MCP. Includes scan dependencies, check heade…
|
— | ||||||||
| 40712 |
Filesystem MCP
Claim
A FastMCP server providing comprehensive file system, Docker, and Git operation…
|
— | ||||||||
| 40713 |
Active Context MCP
Claim
Provides VS Code active editor context (open file, cursor position, selection) …
|
— | ||||||||
| 40714 |
Buddy MCP Server
Claim
MCP server for controlling compatible boards over Bluetooth serial, including D…
|
— | ||||||||
| 40715 |
sourcegraph-mcp
Claim
MCP server exposing Sourcegraph's AI-enhanced code search capabilities to codin…
|
— | ||||||||
| 40716 |
django-mcp-inspector
Claim
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
|
— | ||||||||
| 40717 |
PlayByKey Music Theory
Claim
Chords, scales, progressions, transposition, and MIDI tools for music theory AI…
|
— | ||||||||
| 40718 |
docs-scraper
Claim
Enables scraping and searching documentation websites using semantic or keyword…
|
— | ||||||||
| 40719 |
Outlook MCP Server
Claim
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
|
— | ||||||||
| 40720 |
Tether MD
Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
|
— | ||||||||
| 40721 |
Jina MCP Server
Claim
A lightweight MCP server that exposes the web_reader tool via r.jina.ai for rea…
|
— | ||||||||
| 40722 |
Outscraper MCP
Claim
Connects AI agents to Outscraper for business discovery, Google Maps intelligen…
|
— | ||||||||
| 40723 |
acuris-mcp-server
Claim
Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in …
|
— | ||||||||
| 40724 |
IzmirMCP
Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
|
— | ||||||||
| 40725 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
|
— | ||||||||
| 40726 |
xray-mcp-server
Claim
|
— | ||||||||
| 40727 |
MCP Database Manager
Claim
Enables AI assistants to interact with and manage multiple database types (Post…
|
— | ||||||||
| 40728 |
MCP Server Starter
Claim
A minimal MCP server with calculator and memory store tools, ready to use with …
|
— | ||||||||
| 40729 |
LinkedIn MCP HTTP Server
Claim
MCP server for posting and managing LinkedIn content, supporting personal and c…
|
— | ||||||||
| 40730 |
MCP GitHub CrunchTools
Claim
A secure MCP server for interacting with GitHub issues, pull requests, reposito…
|
— | ||||||||
| 40731 |
CHAI pentest tool
Claim
Cyber Host Artificial Intelligence (C.H.A.I)
An autonomous penetration testing…
|
— | ||||||||
| 40732 |
Tauri MCP Server
Claim
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
|
— | ||||||||
| 40733 |
windows-admin-mcp
Claim
An MCP server that enables AI assistants to manage, monitor, and diagnose Windo…
|
— | ||||||||
| 40734 |
mcp-server
Claim
Operating contracts for AI agents. Structured instructions compiled into system…
|
— | ||||||||
| 40735 |
jira-context-mcp
Claim
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
|
— | ||||||||
| 40736 |
Endoflife MCP Server
Claim
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
|
— | ||||||||
| 40737 |
@spec2tools/stdio-mcp
Claim
Exposes any OpenAPI spec endpoints as AI agent tools via stdio, requiring no co…
|
— | ||||||||
| 40738 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
|
— | ||||||||
| 40739 |
hive-mcp-imprimatur
Claim
Pre-attestation gate for AI inference that checks compliance conditions and iss…
|
— | ||||||||
| 40740 |
LocalData MCP Server
Claim
Gives LLM agents access to local and remote data via databases, files, graphs, …
|
— | ||||||||
| 40741 |
botverse
Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
|
— | ||||||||
| 40742 |
An independent memory service for AI agents that stores and retrieves facts wit…
|
— | ||||||||
| 40743 |
MCP server for fraud detection using machine learning, behavioral biometrics, a…
|
— | ||||||||
| 40744 |
Samantha
Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
|
— | ||||||||
| 40745 |
Memory MCP
Claim
An advanced cognitive memory agent for AI chatbots that provides long-term, aut…
|
— | ||||||||
| 40746 |
Logica Mind
Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
|
— | ||||||||
| 40747 |
Switchboard
Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
|
— | ||||||||
| 40748 |
csf
Claim
NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts
|
— | ||||||||
| 40749 |
Minimal MCP server for Ghost Security API - compatible with all MCP clients
|
— | ||||||||
| 40750 |
ingress2gateway-aws-mcp
Claim
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
|
— | ||||||||