MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22251 |
JotForm API Server
Claim
Enables interaction with JotForm's API to manage forms, submissions, folders, r…
|
C 66 4⁄4 | ||||||||
| 22252 |
Enables AI agents to interact with Kubernetes clusters through progressive disc…
|
C 66 4⁄3 | ||||||||
| 22253 |
local-mcp-gateway
Claim
Aggregate multiple MCP servers into a single endpoint with web UI, OAuth 2.1, a…
|
C 66 4⁄3 | ||||||||
| 22254 |
Enables AI assistants to control GDB debugger via MCP protocol for local and re…
|
C 66 3⁄3 | ||||||||
| 22255 |
An MCP server that connects Claude to Trello, enabling comprehensive management…
|
C 66 4⁄3 | ||||||||
| 22256 |
F5 Distributed Cloud Terraform provider docs, 270+ OpenAPI specs, and subscript…
|
C 66 4⁄3 | ||||||||
| 22257 |
mcp-bsl-platform-context
Claim
MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Пред…
|
C 66 3⁄3 | ||||||||
| 22258 |
A management toolkit for AI agent skills that provides an MCP server for search…
|
C 66 4⁄4 | ||||||||
| 22259 |
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
|
C 66 3⁄3 | ||||||||
| 22260 |
Capture Screen MCP
Claim
Windows screen capture MCP server with display, region, and active-window captu…
|
C 66 3⁄3 | ||||||||
| 22261 |
Coordinates up to 64 parallel expert agents for complex multi-agent orchestrati…
|
C 66 4⁄3 | ||||||||
| 22262 |
Agent-to-agent communication bridge for multi-agent systems
|
C 66 3⁄3 | ||||||||
| 22263 |
Enables users to manage workflows, monitor executions, and perform administrati…
|
C 66 4⁄4 | ||||||||
| 22264 |
Provides access to 50+ Amadeus Travel APIs for AI assistants to search and book…
|
C 66 4⁄4 | ||||||||
| 22265 |
Twitter/X tools for AI agents — read timelines, post tweets, search, and engage
|
C 66 3⁄3 | ||||||||
| 22266 |
Enables interaction with VibeDoge lottery system through comprehensive tools fo…
|
C 66 4⁄4 | ||||||||
| 22267 |
MCP Cheat Engine Server — provides safe, structured read-only access to memory …
|
C 66 4⁄3 | ||||||||
| 22268 |
Aluvia
Claim
The Aluvia MCP server exposes browser session management, geo-targeting, and ac…
|
C 66 3⁄3 | ||||||||
| 22269 |
An MCP server that enables LLMs to interact with MISP for threat intelligence s…
|
C 66 4⁄4 | ||||||||
| 22270 |
seq-mcp-server
Claim
A Model Context Protocol (MCP) server providing AI assistants with tools to sea…
|
C 66 3⁄3 | ||||||||
| 22271 |
MCP server for Slurm workload management and HPC job scheduling
|
C 66 4⁄3 | ||||||||
| 22272 |
Constitutional AI governance server with 5-organ Trinity and enforced floors F1…
|
C 66 3⁄3 | ||||||||
| 22273 |
mcp-auth-proxy
Claim
MCP Auth Proxy is a secure OAuth 2.1 authentication proxy for Model Context Pro…
|
C 66 4⁄3 | ||||||||
| 22274 |
Enables querying and analyzing non-reimbursable medical treatment costs in Sout…
|
C 66 4⁄4 | ||||||||
| 22275 |
Unified MCP server combining hybrid search (vector + BM25 + code graph), struct…
|
C 66 4⁄3 | ||||||||
| 22276 |
hashfile-mcp
Claim
Provides reliable file editing through hash-anchored operations.
|
C 66 4⁄3 | ||||||||
| 22277 |
An MCP server for querying and analyzing Apache Incubator podling health report…
|
C 66 3⁄3 | ||||||||
| 22278 |
A server that connects Unity with local large language models through Ollama, e…
|
C 66 4⁄3 | ||||||||
| 22279 |
A secure* runtime for autonomous AI agents. Policy from plain-English constitut…
|
C 66 4⁄3 | ||||||||
| 22280 |
Enables AI assistants to generate and edit images through OpenAI's DALL-E model…
|
C 66 4⁄4 | ||||||||
| 22281 |
Transactional File System server for Model Context Protocol (MCP). Enterprise-g…
|
C 66 3⁄3 | ||||||||
| 22282 |
FantasyPremierLeague
Claim
Fantasy Premier League Kotlin/Compose Multiplatform sample
|
C 65 3⁄3 | ||||||||
| 22283 |
Deterministic decision engine with receipts. Define rules in YAML, query a grap…
|
C 65 4⁄3 | ||||||||
| 22284 |
MCP server for generating and editing images through Polza AI using Google Gemi…
|
C 65 3⁄3 | ||||||||
| 22285 |
Enables AI assistants to interact with the QuantConnect cloud platform for algo…
|
C 65 4⁄4 | ||||||||
| 22286 |
Berry MCP Server
Claim
A universal framework for creating and deploying custom Model Context Protocol …
|
C 65 4⁄4 | ||||||||
| 22287 |
Enables AI assistants to manage homelab infrastructure through automated servic…
|
C 65 4⁄4 | ||||||||
| 22288 |
MCP File Explorer
Claim
A beginner MCP server that enables Claude to read local text, CSV, and Markdown…
|
C 65 3⁄3 | ||||||||
| 22289 |
Extract database metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, and…
|
C 65 3⁄3 | ||||||||
| 22290 |
Passive reconnaissance MCP server powered by Shodan, enabling host lookups, sea…
|
C 65 3⁄3 | ||||||||
| 22291 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 65 3⁄3 | ||||||||
| 22292 |
mcp-frontend
Claim
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions…
|
C 65 4⁄3 | ||||||||
| 22293 |
OpenTester
Claim
OpenTester is a testing execution engine designed for AI coding tools (Claude C…
|
C 65 4⁄4 | ||||||||
| 22294 |
MCP Server Security Standard (MSSS): an open, testable security control standar…
|
C 65 3⁄3 | ||||||||
| 22295 |
An AI-powered eldercare platform that enables AI agents to monitor passive sens…
|
C 65 4⁄4 | ||||||||
| 22296 |
Enables AI assistants to interact with Clojure REPLs for evaluating code, perfo…
|
C 65 4⁄3 | ||||||||
| 22297 |
mcp-swagger-server
Claim
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specificati…
|
C 65 4⁄4 | ||||||||
| 22298 |
Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firew…
|
C 65 4⁄3 | ||||||||
| 22299 |
Enables complete natural language control of Godot Engine 4.5+ with 76 tools fo…
|
C 65 4⁄3 | ||||||||
| 22300 |
qcqx-project-manage-mcp
Claim
qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等）
|
C 65 3⁄3 | ||||||||