MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38351 |
uniprot-mcp
Claim
Provides seamless access to UniProtKB protein data, enabling querying of protei…
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| 38352 |
MCP server integrating with PocketBase to manage tasks and projects. Enables AI…
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| 38353 |
redm-mcp
Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
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| 38354 |
InBiot MCP Server
Claim
Provides real-time air quality monitoring and historical data analysis for InBi…
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| 38355 |
Gmail MCP Server
Claim
Enables AI assistants to interact with Gmail through natural language, supporti…
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| 38356 |
LLM Jukebox MCP Server
Claim
Enables LLMs to search, download, and extract information from YouTube music vi…
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| 38357 |
An MCP server for weather information.
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| 38358 |
Orchestrator MCP Server
Claim
Bridges Claude Code to a Cloud Orchestrator API, providing access to multi-AI c…
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| 38359 |
mcp-ibge-br
Claim
MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics)…
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| 38360 |
vlp-mcp-agent
Claim
MCP server for automating VLP lab VM operations, exposing VM management tools t…
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| 38361 |
mcp-datagov-il
Claim
Provides access to Israel's national open data portal (data.gov.il) via CKAN AP…
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| 38362 | — | |||||||||
| 38363 |
netskope-mcp
Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
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| 38364 |
mcp_project
Claim
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| 38365 |
mcp_sererver
Claim
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| 38366 |
sentryfrogg-mcp
Claim
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| 38367 |
oeo
Claim
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| 38368 |
Search for high-resolution UI design inspirations from Dribbble by simply enter…
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| 38369 |
mcp-istat-it
Claim
Enables querying Italian national statistics (ISTAT) data through natural langu…
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| 38370 |
TaxFormatter
Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
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| 38371 |
github-portfolio
Claim
Enables fetching public repositories for a given GitHub username, returning cur…
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| 38372 |
mcp-opendata-swiss
Claim
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
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| 38373 |
mcp-canada
Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
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| 38374 |
giphy-mcp-server
Claim
Provides tools to search, get trending, random, and translate GIFs using the Gi…
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| 38375 |
RishiAI MCP Server
Claim
A Vedic astrology MCP server providing tools for natal charts, transits, compat…
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| 38376 |
DocMCP
Claim
Index any documentation website and search it from AI coding assistants via the…
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| 38377 |
Point MCP Server
Claim
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
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| 38378 |
MCP Analytics
Claim
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
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| 38379 |
Research MCP Server
Claim
Enables searching and managing academic papers from arXiv with tools, resources…
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| 38380 |
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
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| 38381 |
OpenWrt MCP Controller
Claim
Enables management and control of OpenWrt devices via a simple API, including r…
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| 38382 |
modelbound-mcp
Claim
Local-first MCP server for agent skills. Validate, lint, diff, and convert acro…
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| 38383 |
AgentBureau provides the legal and physical infrastructure for AI agents to ope…
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| 38384 |
vmware-pilot
Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
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| 38385 |
changelog-ai-mcp
Claim
changelog-ai-mcp MCP server by MEOK AI Labs
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| 38386 |
Enable seamless integration with the Hypercore network by exposing its data and…
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| 38387 |
Krystal Voice Caller
Claim
Drive a Krystal Voice Caller tenant from Claude, Cursor, or any MCP-aware agent.
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| 38388 |
Claude IPC MCP
Claim
A robust communication protocol that facilitates seamless messaging between AI …
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| 38389 |
Search for local businesses worldwide. Structured data optimized for AI agents.…
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| 38390 |
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| 38391 |
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| 38392 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 38393 |
Slite MCP Server
Claim
A Model Context Protocol server for Slite, enabling AI assistants to interact w…
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| 38394 |
agentkey
Claim
AgentKey is the execution layer between AI agents and the real internet. One MC…
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| 38395 |
Meraki MCP Server
Claim
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
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| 38396 |
Enables AI agents to rate each other, track interaction outcomes, and compute t…
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| 38397 |
1C Buddy
Claim
MCP server providing tools for interacting with 1С:Напарник AI, including askin…
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| 38398 |
An MCP server implementation in Python with placeholder tools, deployable to Az…
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| 38399 |
ESPN MCP Server
Claim
Enables access to live ESPN sports data for NFL, NHL, and NBA leagues, includin…
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| 38400 |
MCP-BPMN Server
Claim
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
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