MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30001 |
Cloud hosted Okahu MCP server that helps you manage genAI trace data
|
F 22 3⁄5 | ||||||||
| 30002 |
UK government data intelligence with proprietary scoring from 400+ sources
|
F 22 3⁄5 | ||||||||
| 30003 |
Alpic Test MCP Server - great server!
|
F 22 3⁄5 | ||||||||
| 30004 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 30005 |
Scan any website for AI agent readiness, payment protocols, and discovery endpo…
|
F 22 3⁄5 | ||||||||
| 30006 |
Brand trademark scanner and intellectual property auditor.
|
F 22 3⁄5 | ||||||||
| 30007 |
Search and browse a curated gallery of memes, infographics, and visual content.
|
F 22 3⁄5 | ||||||||
| 30008 |
Reference data API for classification systems, real-time world data, and unit c…
|
F 22 3⁄5 | ||||||||
| 30009 |
AEO intent and search presence optimization engine.
|
F 22 3⁄5 | ||||||||
| 30010 |
MCP Server that generate video call url
|
F 22 3⁄5 | ||||||||
| 30011 |
Contract clause parser assessing corporate legal risk exposure.
|
F 22 3⁄5 | ||||||||
| 30012 |
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
|
F 18 3⁄5 | ||||||||
| 30013 |
Classify data safety before storing or sharing. GDPR, HIPAA, PCI-DSS, CCPA. AI-…
|
F 18 3⁄5 | ||||||||
| 30014 |
Connect AI assistants to zeroheight styleguides using the Model Context Protocol
|
F 18 3⁄5 | ||||||||
| 30015 |
Real-time CVE, exploit, and vulnerability intelligence for AI assistants (350K+…
|
F 18 3⁄5 | ||||||||
| 30016 |
Search-only commerce MCP server backed by Stripe (test)
|
F 16 3⁄5 | ||||||||
| ○ Unscored | ||||||||||
| 30017 |
llamator-mcp-server
Claim
Enables automated LLM red teaming by submitting asynchronous test runs, retriev…
|
— | ||||||||
| 30018 |
dalicore-mcp-client
Claim
Streamlined MCP server with 8 essential tools for file operations, code editing…
|
— | ||||||||
| 30019 |
Aiven MCP
Claim
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all fro…
|
— | ||||||||
| 30020 |
code-intel MCP Server
Claim
Provides LLMs with code intelligence tools like relationship explanation, PR im…
|
— | ||||||||
| 30021 |
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
|
— | ||||||||
| 30022 |
IntenCheck
Claim
Psychological text analysis: tone, emotions, communication style, multilingual …
|
— | ||||||||
| 30023 |
GitLab MCP
Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
|
— | ||||||||
| 30024 |
mcp-email
Claim
MCP server that enables email management (send, read, search, delete, etc.) via…
|
— | ||||||||
| 30025 |
mcp-grantiq
Claim
Search US grants + federal contracts (Grants.gov + SAM.gov) from any LLM.
|
— | ||||||||
| 30026 |
transcribe
Claim
Transcribe audio & video to text for AI agents: 100+ languages, speaker labels,…
|
— | ||||||||
| 30027 |
MCP Task Aggregator
Claim
Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…
|
— | ||||||||
| 30028 |
AHME
Claim
Provides AI coding assistants with long-term memory by compressing conversation…
|
— | ||||||||
| 30029 |
DWG MCP Server
Claim
Read-only MCP server for inspecting AutoCAD DWG files
|
— | ||||||||
| 30030 |
Mnemotree
Claim
Mnemotree is an MCP server that provides biologically-inspired memory for LLM a…
|
— | ||||||||
| 30031 |
clutter-mcp
Claim
A Model Context Protocol server that lets an AI agent drive the whole Clutter p…
|
— | ||||||||
| 30032 |
ComfyUI MCP Server
Claim
Connects AI assistants to ComfyUI for image, video, and audio generation, provi…
|
— | ||||||||
| 30033 |
sleep-tracker-ai-mcp
Claim
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 30034 |
A Linux-native MCP server that gives AI assistants direct access to DMA-based m…
|
— | ||||||||
| 30035 |
hypen-argocd-mcp
Claim
Enables AI assistants to interact with ArgoCD APIs through standardized MCP too…
|
— | ||||||||
| 30036 |
iroha for Notion
Claim
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
|
— | ||||||||
| 30037 |
ai-token-counter
Claim
Cloudflare Workers MCP server: ai-token-counter
|
— | ||||||||
| 30038 |
mcp-tasks-server
Claim
A small Model Context Protocol server that exposes a personal task tracker to a…
|
— | ||||||||
| 30039 |
Enable seamless interaction with your Figma designs by connecting MCP clients t…
|
— | ||||||||
| 30040 |
sonu-davinceResolve-mcp
Claim
An MCP server that connects LLMs (Ollama, OpenAI, Anthropic) with desktop autom…
|
— | ||||||||
| 30041 |
MCP Database Manager
Claim
Enables AI assistants to interact with and manage multiple database types (Post…
|
— | ||||||||
| 30042 |
@career-now/mcp
Claim
Enables AI agents to search and explore a large database of tech job listings w…
|
— | ||||||||
| 30043 |
AETHER_02
Claim
AETHER_02 is an MCP server written in Rust that gives AI assistants full contro…
|
— | ||||||||
| 30044 |
LegacyMCP
Claim
MCP server that enables AI-powered assessment of Active Directory on-premises e…
|
— | ||||||||
| 30045 |
OnBrand by SlideSpeak
Claim
An MCP server that feeds AI agents your brand's real logos, colors, fonts, and …
|
— | ||||||||
| 30046 |
Agent Knowledge MCP
Claim
Complete knowledge management for AI assistants with Elasticsearch search and d…
|
— | ||||||||
| 30047 |
Orbis Prism MCP
Claim
Analyzes Hytale game SDK by automatically detecting the installation, decompili…
|
— | ||||||||
| 30048 |
MCP server providing access to US patent data (2000-2024) via Rememberizer's kn…
|
— | ||||||||
| 30049 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
|
— | ||||||||
| 30050 |
telnyx-ai
Claim
|
— | ||||||||