MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 5 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35901 |
agent-openapi-mcp
Claim
Live OpenAPI runtime proxy that enables calling any REST API from MCP clients w…
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| 35902 |
AlphaFold Sovereign MCP
Claim
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
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| 35903 |
dingjie-erp-mcp
Claim
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
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| 35904 |
healthsec-mcp
Claim
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
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| 35905 |
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
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| 35906 |
MAL MCP Server
Claim
MyAnimeList MCP server: Jikan-powered reads plus official MAL personal-list man…
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| 35907 |
taiwan-payroll
Claim
Taiwan statutory payroll: labor & health insurance, labor pension, 2nd-gen NHI …
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| 35908 |
Jama MCP Server
Claim
Enables LLM clients to semantically search and query metadata within Jama requi…
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| 35909 |
MCP Client Portal
Claim
A lightweight MCP server for client relationship management, enabling client tr…
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| 35910 |
Social Media MCP Server
Claim
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
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| 35911 |
mcp-docpilot-server
Claim
An MCP server that exposes document retrieval as tools (semantic search and sou…
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| 35912 |
Professional-grade stock market analysis and predictions powered by AI, accessi…
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| 35913 |
Enables route search and PDF generation using Japan's Ekispert API through a re…
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| 35914 |
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
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| 35915 |
mcp-server
Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
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| 35916 |
mcp-db-analyzer
Claim
A Model Context Protocol (MCP) server that gives AI assistants deep visibility …
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| 35917 |
Enables natural language file operations and intelligent file analysis via MCP,…
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| 35918 |
Model Context Protocol (MCP) server for interacting with IBM Storage Scale clus…
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| 35919 |
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| 35920 |
MemoryClaw
Claim
Enables AI agents to store and retrieve persistent memories using BM25 search, …
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| 35921 |
Automatically classify and triage GitHub issues using AI to apply labels, post …
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| 35922 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 35923 |
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
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| 35924 |
x-mcp-server
Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
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| 35925 |
memorybridge
Claim
Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
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| 35926 |
Google News & Trends MCP
Claim
Query Google News RSS feeds and search interest over time via Google Trends.
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| 35927 |
A remote MCP server that lets you analyze HTTP request logs and WAF/Firewall ev…
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| 35928 |
odgs-mcp-server
Claim
ODGS governance enforcement — validation, regulation compilation, drift detecti…
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| 35929 |
powerbi-ai-mcp
Claim
Enables controlling Power BI with AI through natural language commands for crea…
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| 35930 |
MCP Google Tools Server
Claim
A full-featured Model Context Protocol server that gives AI assistants real-tim…
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| 35931 |
Language detection API for AI agents. Identify the language of any text using t…
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| 35932 |
mcp-golang-wasm-example
Claim
An MCP server running in the browser via WebAssembly, providing tools like getC…
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| 35933 |
AIOps MCP
Claim
A multi-agent MCP server that turns LLMs into an autonomous incident-response c…
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| 35934 |
Self-serve MCPB demo for accounts payable invoice exception review. It performs…
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| 35935 |
agent-hub
Claim
A private message hub that allows multiple Claude Code instances to communicate…
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| 35936 |
Lanonasis MCP Server
Claim
Enterprise MCP server with memory management, API key control, and system healt…
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| 35937 |
pdf-content-search-mcp
Claim
MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/app…
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| 35938 |
sourcify-context-server
Claim
A simple notes MCP server that enables creating, listing, and summarizing text …
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| 35939 |
A MCP server for TestDino
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| 35940 |
storytelling-media-mcp
Claim
Provides tools for agent-driven video creation, including image generation via …
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| 35941 |
Latin America shipping for AI agents via Envia: compare carriers, buy labels, t…
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| 35942 |
LinkedIn MCP Server
Claim
Enables LLMs and agents to interact with LinkedIn's REST API for managing profi…
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| 35943 |
mcp-thesportsdb
Claim
Enables AI agents to query sports data including teams, players, events, and st…
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| 35944 |
abrp-mcp
Claim
An unofficial MCP server for A Better Routeplanner that enables EV route planni…
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| 35945 |
chatmcp_memory
Claim
Enables large language models to remember past conversations by querying chat h…
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| 35946 |
OBTO
Claim
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created…
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| 35947 |
bls-labor-mcp-server
Claim
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
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| 35948 |
Google Search Console
Claim
Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostic…
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| 35949 |
google-ads-mcp
Claim
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
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| 35950 |
mcp-broker
Claim
Local MCP broker that exposes one compact entry for many upstream servers.
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