MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38901 |
Agent Knowledge MCP
Claim
Complete knowledge management for AI assistants with Elasticsearch search and d…
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| 38902 |
Text-to-speech MCP server that enables AI assistants to read text aloud on the …
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| 38903 |
Odoo MCP Server (Remote)
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Remote MCP server for Odoo ERP — exposes Odoo operations over Streamable HTTP w…
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| 38904 |
lifestyle-dominates
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| 38905 |
airglow
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Controls Philips Hue lights based on Claude Code session events, using color an…
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| 38906 |
Jupyter MCP Server
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An MCP server that enables AI to connect and manage Jupyter Notebooks in real-t…
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| 38907 |
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
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| 38908 |
Orbis Prism MCP
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Analyzes Hytale game SDK by automatically detecting the installation, decompili…
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| 38909 |
jaeger-mcp-server
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Enables to interact with Jaeger distributed tracing system through the MCP prot…
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| 38910 |
sequential-thinking
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Enables dynamic and reflective problem-solving through a structured thinking pr…
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| 38911 |
skrishnak7-mcp
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MCP server for flight schedule finding via Skyscanner API. Enables querying fli…
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| 38912 |
A production-ready MCP server that enables Claude and other LLMs to generate im…
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| 38913 |
IMC Calculator
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Calculates Body Mass Index (BMI) based on weight and height, returning the valu…
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| 38914 |
Enables AI assistants to audit, migrate, scaffold, and manage TON smart contrac…
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| 38915 |
Scout MCP Server
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Enables AI agents to interact with Scout Live platform capabilities through sta…
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| 38916 |
Proton Calendar MCP
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A dark industrial-themed MCP server that displays your Proton Calendar events d…
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| 38917 |
Mark Reynolds
Claim
Post-quantum document anchoring for AI agents. Anchor any SHA-256 hash to
Algor…
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| 38918 |
mcp-server
Claim
An example MCP server with StreamableHTTPServerTransport, providing calculator …
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| 38919 |
linkedin-analyzer
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Analyzes LinkedIn profiles for specific companies and roles to extract career p…
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| 38920 |
Guardian Ops
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Enables network vulnerability scanning and CVE detection through an AI assistan…
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| 38921 |
synapsis
Claim
Unified durable team memory MCP server with tools for session management, task …
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| 38922 |
dispense-record-mcp
Claim
GOC-compliant optical dispense record validation. Captures prescription, lens c…
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| 38923 |
MyMCP
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Provides tools for Synology NAS operations (login, file management) and Chrome …
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| 38924 |
Wedges
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A remote MCP server that guides agents through taste extraction exercises to pr…
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| 38925 |
mc8yp
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An MCP server that gives AI agents access to the full Cumulocity API surface th…
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| 38926 |
mcp-rag-server
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A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…
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| 38927 |
mcp-ssh
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MCP server for remote Linux/Unix server management via SSH, enabling command ex…
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| 38928 |
eventbrite-mcp
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An MCP server that provides comprehensive event management and ticketing capabi…
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| 38929 |
hu-eli-mcp
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Enables AI agents to query Hungary's official legislation database (NJT) using …
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| 38930 |
mssql-mcp-server-python
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A read-only MCP server for MS SQL Server, written in Python. Lets AI agents que…
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| 38931 |
PixelLabRat
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MCP server for generating style-consistent pixel art assets from PixelLab API, …
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| 38932 |
mcp-toolbox
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A comprehensive MCP server enabling LLMs to execute commands, manage files, int…
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| 38933 |
dmc-mcp-server
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An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances…
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| 38934 |
migas-mcp
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Enables AI assistants to query local Migas meeting transcripts, including searc…
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| 38935 |
atlassian-browser-mcp
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MCP server that enables accessing Jira and Confluence using browser cookies cap…
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| 38936 |
database-explorer-mcp
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Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
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| 38937 |
mock-mcp
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A minimal local HTTP MCP mock server for development and testing, providing pre…
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| 38938 |
tm-mcp
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Enables AI assistants to interact with TrafficMorph for load-testing and CI-fai…
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| 38939 |
figma-mcp
Claim
Enables Claude to create and edit Figma designs in real time through MCP tools,…
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| 38940 |
vnbdigital-mcp
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Enables querying German distribution grid operator data from vnbdigital.de and …
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| 38941 |
PaddleOCR
Claim
A local OCR server using PaddleOCR that enables AI agents to extract text from …
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| 38942 |
metabase-mcp-python
Claim
A Python MCP server for Metabase that enables AI assistants to query databases,…
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| 38943 |
jupyter-kernel-mcp
Claim
An MCP server that connects directly to a Jupyter kernel via ZMQ, enabling AI a…
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| 38944 |
Quip MCP Server
Claim
A Model Context Protocol (MCP) server that provides native access to Quip docum…
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| 38945 |
rucio-mcp
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An MCP server that exposes Rucio distributed data management operations as tool…
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| 38946 |
incident-io-mcp-server
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Enables interaction with Incident.io to manage incidents, severities, and healt…
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| 38947 |
ifs-mcp-server-local
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Connect Claude to your IFS Cloud instance and interact with your ERP through na…
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| 38948 |
Crevio
Claim
AI that runs your business so you don't have to.
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| 38949 |
mcp-abap-adt
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An MCP server that bridges tools like Cline to SAP ABAP systems, enabling retri…
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| 38950 |
MCP MySQL Server
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Enables safe MySQL database querying through MCP, allowing natural language to …
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