MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43051 |
Provides programmatic access to Google Search Console API data through Claude C…
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| 43052 |
appstore-connect-mcp
Claim
Check app review status, read reviews, download sales reports from App Store Co…
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| 43053 |
Amber
Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
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| 43054 |
Report issues related to MCP integration with Claude here.
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| 43055 |
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
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| 43056 |
gorgon-scout
Claim
Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agen…
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| 43057 |
go-docs-mcp
Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
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| 43058 |
EODHD MCP Server
Claim
Enables access to financial market data including EOD, intraday, fundamentals, …
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| 43059 |
restheart
Claim
The Agent-Ready Backend for MongoDB.
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| 43060 |
agent-bridge-mcp
Claim
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
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| 43061 |
Conta Azul MCP
Claim
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
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| 43062 |
Oecd
Claim
OECD MCP — Organisation for Economic Co-operation and Development data
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| 43063 |
MCP server for Razorpay API.
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| 43064 |
redis-mcp-server
Claim
Enables AI to safely view and operate Redis databases with read-only mode by de…
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| 43065 |
meshcore-mcp
Claim
A Model Context Protocol server that exposes a MeshCore node and the mesh reach…
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| 43066 |
mcp-plu-upc
Claim
MCP server for looking up product information by UPC, EAN, GTIN barcodes and PL…
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| 43067 |
ContextCrumb
Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
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| 43068 |
table-context-mcp
Claim
Converts Excel table definitions to structured JSON and exposes them to LLMs vi…
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| 43069 |
fitness-ai-mcp
Claim
fitness-ai-mcp MCP server by MEOK AI Labs
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| 43070 |
ip-mcp
Claim
Provides tools to classify, test, and expand IPv4/IPv6 addresses using Node's b…
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| 43071 |
Eventbrite MCP Server
Claim
This is a Model Context Protocol (MCP) server that provides tools for interacti…
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| 43072 |
Fireblocks MCP Server
Claim
Enables AI assistants to securely interact with Fireblocks services through the…
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| 43073 |
uniprot-mcp
Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
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| 43074 |
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
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| 43075 |
CMS Mcp Server
Claim
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
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| 43076 |
mcp-mysql-explorer
Claim
MCP server that connects AI agents to MySQL databases for schema exploration, d…
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| 43077 |
netskope-mcp
Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
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| 43078 |
mcp_project
Claim
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| 43079 |
mcp-ibge-br
Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
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| 43080 |
mcp-datagov-il
Claim
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
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| 43081 |
vlp-mcp-agent
Claim
MCP server for automating VLP lab VM operations, exposing VM management tools t…
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| 43082 |
GID MCP Server
Claim
Enables AI to analyze, query, and manage a graph-based representation of softwa…
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| 43083 |
TMDB MCP Server
Claim
A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
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| 43084 |
sentryfrogg-mcp
Claim
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| 43085 |
mcp-istat-it
Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
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| 43086 |
property-finance-mcp
Claim
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
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| 43087 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 43088 |
Point MCP Server
Claim
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
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| 43089 |
mcp-canada
Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
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| 43090 |
joulescope-mcp
Claim
MCP server for the JouleScope JS220 precision energy analyzer, enabling agents …
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| 43091 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
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| 43092 |
mcp-opendata-swiss
Claim
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
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| 43093 |
DocMCP
Claim
Index any documentation website and search it from AI coding assistants via the…
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| 43094 |
aha-mcp
Claim
Integrates with Aha.io product management platform, enabling offline data synch…
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| 43095 |
vmware-pilot
Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
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| 43096 |
health-api
Claim
Clinical AI for lab analysis, biomarker scoring, health narratives, and risk in…
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| 43097 |
Enables searching and reading OCI documentation using the Oracle Help Center Se…
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| 43098 |
wati-mcp-server
Claim
MCP server for WATI WhatsApp Business API enabling AI assistants to send messag…
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| 43099 |
Research MCP Server
Claim
Enables searching and managing academic papers from arXiv with tools, resources…
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| 43100 |
mcp-connector-for-akamai
Claim
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
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