MCP Server Quality Scores
Independent quality analysis of 69535 public MCP servers
Last updated 4 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34951 |
testing-mcp
Claim
Enables AI assistants to write and debug integration tests by providing live ac…
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| 34952 |
AramidBridgeMCP
Claim
Enables cross-chain bridging between Voi and Algorand networks, providing asset…
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| 34953 |
MCP ArchiMate Server
Claim
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
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| 34954 |
strimzi-kafka-cli
Claim
Command Line Interface for the Strimzi Kafka Operator
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| 34955 |
Gamma MCP Server
Claim
Enables generating presentations, creating from templates, and managing Gamma r…
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| 34956 |
filing-intelligence
Claim
SEC filing intelligence for AI agents. Financials, filing analysis, screening, …
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| 34957 |
nasa-ads-mcp
Claim
MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper…
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| 34958 |
mcp-sonarcloud
Claim
Enables interaction with SonarCloud projects, issues, quality gates, and securi…
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| 34959 |
mcp-server
Claim
Sets up a Model Context Protocol (MCP) server with FastMCP, allowing LLMs to us…
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| 34960 |
swiss-culture-mcp
Claim
MCP server providing access to Swiss cultural heritage data including ISOS town…
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| 34961 |
rive-docs-mcp
Claim
Provides access to Rive's animation documentation, runtime guides, editor featu…
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| 34962 |
taskbounty-check
Claim
Local-only GitHub Actions and CI maintenance scanner for AI-built apps. Exposes…
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| 34963 |
AdaptixC2 MCP Server
Claim
Enables LLM agents to interact with and automate operations with the AdaptixC2 …
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| 34964 |
mcp-dagster
Claim
Enables AI agents to interact with Dagster instances, explore data pipelines, m…
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| 34965 |
mcp-chest-memory
Claim
Provides a persistent, local-first memory for coding agents over MCP, enabling …
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| 34966 |
Tsumugi
Claim
An MCP-based memory layer for autonomous agents that provides observation, memo…
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| 34967 |
SPARDA
Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
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| 34968 |
lumora
Claim
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| 34969 |
@noticed/cli
Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
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| 34970 |
Praesago
Claim
UK property area intelligence: validated trajectory scores, gentrification earl…
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| 34971 |
church-mcp
Claim
Provides tools to access information about religious institutions and community…
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| 34972 |
SharePoint Bridge
Claim
Controls SharePoint through natural language via Microsoft Graph API, enabling …
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| 34973 |
chisel
Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
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| 34974 |
Mathematica MCP Server
Claim
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
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| 34975 |
mitaiventurestudioshw3v2
Claim
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| 34976 |
SAP MCP Server
Claim
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
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| 34977 |
MyLeadTech HVAC
Claim
HVAC MCP server — fault codes, model lookup and answers cited to the OEM manual…
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| 34978 |
Local Figma MCP Server
Claim
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
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| 34979 |
TradingView MCP Server
Claim
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
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| 34980 |
boring-news-mcp
Claim
A Python MCP server for fetching and summarizing news articles from the Boring …
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| 34981 |
mcp-data-issy
Claim
MCP server for querying and exploring Issy-les-Moulineaux open data datasets (c…
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| 34982 |
Frappe MCP Server
Claim
Enables AI models to securely interact with Frappe Framework/ERPNext instances,…
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| 34983 |
MCP server for Cookidoo, enabling AI tools to search recipes, manage shopping l…
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| 34984 |
Deskbrid
Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
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| 34985 |
mcp-fish
Claim
MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice …
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| 34986 |
WoW Armory MCP Server
Claim
Enables AI assistants to look up World of Warcraft character information and re…
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| 34987 |
mcp-media-toolkit
Claim
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
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| 34988 |
SQLite MCP Server
Claim
Provides read and write access to multiple SQLite databases through the Model C…
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| 34989 |
QGISMCP
Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
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| 34990 |
konid-ai
Claim
A language expression coach MCP server that provides native-sounding translatio…
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| 34991 |
A secure and optimized MCP server for integrating ClickUp project management, e…
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| 34992 |
or-info
Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
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| 34993 |
project-mcp
Claim
A FastMCP server that exposes predefined artifacts as Resources and project lif…
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| 34994 |
Theodolite
Claim
Headless LSP bridge MCP server: pinned language-server sessions as bounded read…
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| 34995 |
renoise-mcp
Claim
MCP server for controlling Renoise via OSC. Lets Claude compose music by writin…
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| 34996 |
arr-stack-mcp
Claim
A Model Context Protocol server that exposes Sonarr, Radarr, Lidarr, and Jellyf…
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| 34997 |
timing-cli
Claim
Provides MCP tools to read local Timing.app activity data, generate aggregated …
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| 34998 |
MCP FastAPI Chart Server
Claim
Generates matplotlib charts via a FastAPI service, supporting line, bar, scatte…
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| 34999 |
mcp-activeview
Claim
Read-only MCP server exposing ActiveView's external API for querying price rule…
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| 35000 |
kodey-pdf-mcp
Claim
Detect and list form fields in any PDF. Fill forms with your data and receive t…
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