MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53801 |
Memryzed
Claim
Local-first cross-agent memory for AI coding agents. Persistent, shared memory …
|
— | ||||||||
| 53802 |
mcp-strava
Claim
Minimalist Strava integration for Claude with 7 focused tools for querying athl…
|
— | ||||||||
| 53803 |
metatron
Claim
Self-hosted codebase priors and conventions server. Captures codebase design pa…
|
— | ||||||||
| 53804 |
Extract the people a company publishes on its own team, leadership or about pag…
|
— | ||||||||
| 53805 |
marketplace-mcp
Claim
Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and upda…
|
— | ||||||||
| 53806 |
code-context-mcp
Claim
Make any LLM a codebase expert instantly. Provides deep code intelligence throu…
|
— | ||||||||
| 53807 |
Alan McIntyre
Claim
Query Alan McIntyre's consulting profile — skills, project history, availabilit…
|
— | ||||||||
| 53808 |
news-checker-mcp
Claim
MCP server for fetching latest news from global sources across categories like …
|
— | ||||||||
| 53809 |
Enables AI models to retrieve user geolocation information through EdgeOne Page…
|
— | ||||||||
| 53810 |
Agent Scraper MCP
Claim
Service name: Scrape Agent
Service base URL: https://scrapeagent.xyz
Website UR…
|
— | ||||||||
| 53811 |
AXON Epistemic MCP
Claim
Official ℰMCP server for AXON — exposes 45 primitives, 33 templates, 17 example…
|
— | ||||||||
| 53812 |
dart-risk-mcp
Claim
Analyzes Korean DART (Financial Supervisory Service) public disclosures to dete…
|
— | ||||||||
| 53813 |
ERP MCP Server
Claim
MCP server for Arbisoft's ERP system, enabling AI assistants to read and write …
|
— | ||||||||
| 53814 |
Shipcheck MCP
Claim
Read-only Shipcheck launch-risk scans for authorized JS, TS, and MCP repos.
|
— | ||||||||
| 53815 |
market-data
Claim
Verified market data for AI trading agents: quality-flagged candles, funding, O…
|
— | ||||||||
| 53816 |
filemanager-mcp-server
Claim
A file management MCP server enabling complete file and directory operations, i…
|
— | ||||||||
| 53817 |
# Rug Munch Intelligence — MCP Server
[ to manage Redmine issues, projects,…
|
— | ||||||||
| 53819 |
Plexa
Claim
Agentic directory of real businesses in Mexico & LATAM. Search by vertical and …
|
— | ||||||||
| 53820 |
pdf-reader-mcp
Claim
MCP server for extracting text from PDF files, supporting local files and URLs.
|
— | ||||||||
| 53821 |
legends-mcp
Claim
Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve J…
|
— | ||||||||
| 53822 |
SwingFix AI
Claim
AI-powered golf swing analysis. Submit a swing image URL and receive scored met…
|
— | ||||||||
| 53823 |
domain-whois-mcp
Claim
Enables AI agents to perform real-time WHOIS and RDAP lookups, domain availabil…
|
— | ||||||||
| 53824 |
dws-cli-mcp
Claim
MCP server that enables AI agents to control all DingTalk features (messaging, …
|
— | ||||||||
| 53825 |
garmin-mcp
Claim
Personal MCP server for interacting with your Garmin Connect data. Exposes 62 t…
|
— | ||||||||
| 53826 |
orcid
Claim
Search ORCID researcher profiles, retrieve works, and export citations
|
— | ||||||||
| 53827 |
wandering-rag-mcp
Claim
A local RAG knowledge base MCP server that exposes semantic document search as …
|
— | ||||||||
| 53828 |
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
|
— | ||||||||
| 53829 |
Grizzly SMS MCP Server
Claim
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
|
— | ||||||||
| 53830 |
Socials MCP
Claim
Enables Claude to perform actions on X, LinkedIn, and Reddit through a browser …
|
— | ||||||||
| 53831 |
mcp_sqlite_memory_bank
Claim
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
|
— | ||||||||
| 53832 |
fibo-mcp
Claim
Provides financial agents access to the Financial Industry Business Ontology (F…
|
— | ||||||||
| 53833 |
Documentary MCP Server
Claim
Enables creating, listing, and searching project-based documentation with Markd…
|
— | ||||||||
| 53834 |
studio-state
Claim
A stateless MCP server for AI film and video production that tracks project sta…
|
— | ||||||||
| 53835 |
AgenticForge MCP Server
Claim
Monetizable AI agent tools - document parsing, text analysis, code generation, …
|
— | ||||||||
| 53836 |
screenshot-mcp
Claim
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
|
— | ||||||||
| 53837 |
A Model Context Protocol server that enables AI assistants to interact with Dat…
|
— | ||||||||
| 53838 |
apexapi-mcp
Claim
Call 120+ AI models and live web context (scrape/crawl/extract) from any MCP cl…
|
— | ||||||||
| 53839 |
Enables product search functionality via MCP, allowing Claude to search product…
|
— | ||||||||
| 53840 |
local-recall-mcp
Claim
Provides fully local long-term memory for AI agents by enabling semantic search…
|
— | ||||||||
| 53841 |
Blooio Messaging
Claim
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
|
— | ||||||||
| 53842 |
Inkstone
Claim
Automatically extracts and indexes knowledge from AI sessions and files using l…
|
— | ||||||||
| 53843 |
Official BizMuse MCP for complete AI music videos from audio and 1-7 reference …
|
— | ||||||||
| 53844 |
Enables web search via Azure OpenAI Responses API with the web_search_preview t…
|
— | ||||||||
| 53845 |
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
|
— | ||||||||
| 53846 |
Jordan payments for AI agents — cards / Apple Pay via Tap Payments. Never holds…
|
— | ||||||||
| 53847 |
SuperSkill
Claim
Runtime intelligence layer for AI agent skills that scores, resolves, and loads…
|
— | ||||||||
| 53848 |
donetick-mcp
Claim
MCP server for Donetick chores management. Provides 27 tools to control Donetic…
|
— | ||||||||
| 53849 |
draw.io
Claim
Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+…
|
— | ||||||||
| 53850 |
aha-mcp
Claim
MCP server for accessing and managing Aha! records, including features, require…
|
— | ||||||||