MCP Server Quality Scores
Independent quality analysis of 41157 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37601 |
mcp-boe-uk
Claim
Enables querying Bank of England statistical data including Bank Rate, SONIA, a…
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| 37602 |
statfin-fi
Claim
Enables querying Statistics Finland's public statistical database using PxWeb A…
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| 37603 |
ContextCrumb
Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
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| 37604 |
Gmail MCP Server
Claim
Enables AI assistants to interact with Gmail through natural language, supporti…
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| 37605 |
uniprot-mcp
Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
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| 37606 |
Core AI Toolkit - a modular MCP server that extends AI assistants with practica…
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| 37607 |
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
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| 37608 |
InBiot MCP Server
Claim
Provides real-time air quality monitoring and historical data analysis for InBi…
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| 37609 |
mcp_project
Claim
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| 37610 |
Orchestrator MCP Server
Claim
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
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| 37611 |
mcp-ibge-br
Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
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| 37612 |
vlp-mcp-agent
Claim
MCP server for automating VLP lab VM operations, exposing VM management tools t…
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| 37613 |
mcp-datagov-il
Claim
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
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| 37614 | — | |||||||||
| 37615 |
LLM Jukebox MCP Server
Claim
Enables LLMs to search, download, and extract information from YouTube music vi…
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| 37616 |
netskope-mcp
Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
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| 37617 |
sentryfrogg-mcp
Claim
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| 37618 |
oeo
Claim
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| 37619 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
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| 37620 |
mcp-istat-it
Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
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| 37621 |
mcp-canada
Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
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| 37622 |
anthropic-admin-mcp
Claim
Native MCP server for the Anthropic Admin API: org, workspaces, members, API ke…
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| 37623 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
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| 37624 |
DocMCP
Claim
Index any documentation website and search it from AI coding assistants via the…
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| 37625 |
Point MCP Server
Claim
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
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| 37626 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 37627 |
mcp-opendata-swiss
Claim
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
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| 37628 |
vmware-pilot
Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
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| 37629 |
OpenWrt MCP Controller
Claim
Enables management and control of OpenWrt devices via a simple API, including r…
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| 37630 |
Resume Optimizer Pro
Claim
Resume Optimizer Pro is resume building and optimization software that enhances…
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| 37631 |
Research MCP Server
Claim
Enables searching and managing academic papers from arXiv with tools, resources…
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| 37632 |
AgentBureau provides the legal and physical infrastructure for AI agents to ope…
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| 37633 |
Claude IPC MCP
Claim
A robust communication protocol that facilitates seamless messaging between AI …
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| 37634 |
changelog-ai-mcp
Claim
changelog-ai-mcp MCP server by MEOK AI Labs
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| 37635 |
Enable seamless integration with the Hypercore network by exposing its data and…
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| 37636 |
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| 37637 |
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| 37638 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 37639 |
Search for local businesses worldwide. Structured data optimized for AI agents.…
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| 37640 |
Meraki MCP Server
Claim
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
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| 37641 |
company-gi
Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
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| 37642 |
Enables AI agents to rate each other, track interaction outcomes, and compute t…
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| 37643 |
1C Buddy
Claim
MCP server providing tools for interacting with 1С:Напарник AI, including askin…
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| 37644 |
ESPN MCP Server
Claim
Enables access to live ESPN sports data for NFL, NHL, and NBA leagues, includin…
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| 37645 |
An MCP server implementation in Python with placeholder tools, deployable to Az…
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| 37646 |
MCP-BPMN Server
Claim
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
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| 37647 |
MCP Server OpenAI Chat
Claim
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
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| 37648 |
Slite MCP Server
Claim
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
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| 37649 |
Kryfto
Claim
Provides 42+ MCP tools for browser automation, web scraping, and search, enabli…
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| 37650 |
Enables interaction with Azure AI Agent Service by automatically discovering ag…
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