MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29543
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5851
konashevich
Enables interaction with Google Drive files and Google Sheets through search, r…
B 72 55 78 62 39 81 91
5852
guangxiangdebizi
Email MCP Claim 1
A Model Context Protocol server that enables AI models to send emails via simpl…
B 72 55 69 72 33 81 99
5853
whiteprompt
Eraser MCP Server Claim
Creates, validates, and fixes diagrams on Eraser.io using their API. Supports s…
B 72 55 78 66 29 81 94
5854
ckanthony
openapi-mcp Claim
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API wit…
B 72 55 100 43 44 77 87
5855
nik-sharky
An MCP server that enables web search capabilities by integrating with a SearXN…
B 72 54 73 61 N/A 28 92 95
5856
liorfranko
mcp-chain-of-thought Claim 1
mcp-chain-of-thought
B 72 55 88 75 54 81 54
5857
run-as-root
A Model Context Protocol server that enables AI assistants to interact directly…
B 72 54 81 53 N/A 33 84 99
5858
withinfocus
statbotics Claim
Provides access to the Statbotics API for FIRST Robotics Competition statistica…
B 72 55 69 100 61 81 43
5859
Mnehmos
Trace MCP Claim
Detects schema mismatches between data producers and consumers through static a…
B 72 55 92 31 70 83 86
5860
AmoyLab
Unla Claim
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existin…
B 72 54 70 41 N/A 83 90 85
5861
GDanksAnchor
Enables browser automation through Anchor Browser's cloud infrastructure with b…
B 72 55 80 55 47 81 93
5862
browsermcp
mcp Claim
Automate your local Chrome browser
B 72 55 68 60 N/A 50 80 99
5863
elizabethsiegle
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
B 72 55 94 62 29 80 80
5864
dmitryglhf
url-download-mcp Claim
A Model Context Protocol (MCP) server that enables AI assistants to download fi…
B 72 55 78 100 43 81 42
5865
bixentemal
MCP-RAGNAR Claim 1
A local RAG server that enables document indexing and sentence window retrieval…
B 72 55 80 61 39 78 93
5866
meltingpixelsai
zero-core-budget Claim
Agent spending mgmt, budget tracking, ROI. Zero Core Budget.
B 72 54 52 75 45 89 100
5867
manasp21
Provides 5 quantum physics simulation tools for AMO (Atomic, Molecular and Opti…
B 72 55 96 64 21 81 82
5868
unlikefraction
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
B 72 66 60 86 82 21 77 91
5869
HZYAI
RAGScore Claim
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
B 72 54 82 40 N/A 79 75 89
5870
gurkanfikretgunak
Enables LLMs to interact with a CRM system through natural language to manage e…
B 72 55 84 66 21 81 96
5871
microsoft
mcp-for-beginners Claim
This open-source curriculum introduces the fundamentals of Model Context Protoc…
B 72 54 90 25 N/A 57 90 95 JU
5872
yty-build
Enables interaction with PostgreSQL databases through a production-ready MCP se…
B 72 55 100 31 42 81 100
5873
RadiumGu
AWS FIS MCP Server Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 55 54 82 42 82 98
5874 B 72 54 62 66 N/A 40 90 95
5875
yamaton
mcp-dice Claim 2
A MCP server enabling LLMs to roll dice
B 72 54 71 55 N/A 41 95 92
5876
Tobarrientos2
Neo4j MCP Server Claim 1
An implementation for managing Neo4j graph database operations through the Mode…
B 72 55 96 67 17 69 96
5877
CoreyFransen08
Enables interaction with the John Deere Operations Center to browse organizatio…
B 72 54 66 68 N/A 32 88 100
5878
mmruesch12
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 72 55 78 68 23 81 98
5879
Unson-LLC
freee MCP Server Claim
Enables Claude to interact with freee accounting software through OAuth 2.0 aut…
B 72 55 84 63 42 81 83
5880
Phenomenai-org
Phenomenai Claim 1
Look up, search, cite, and contribute to Phenomenai — a living glossary of AI p…
B 72 54 76 33 66 90 98
5881
ampcome-mcps
Enables sending WhatsApp Business messages including text, media, interactive l…
B 72 55 84 91 42 81 49
5882
dragonjump
With this you can you can easily manage and query your list of knowledge base(w…
B 72 54 72 68 N/A 36 89 88
5883
AllAboutAI-YT
MCPGame Claim
A multiplayer first-person 3D virtual house environment with interactive elemen…
B 72 55 84 62 19 81 100
5884
scoutapp
scout-mcp-local Claim 1
An MCP server for Scout Monitoring data interactions.
B 72 54 69 43 N/A 67 83 100
5885
rulords
Enables deep integration with Google Workspace for AI assistants, allowing for …
B 72 55 84 41 56 81 97
5886
renepajta
m365-copilot-mcp Claim
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
B 72 55 72 67 47 82 89
5887
shibuiwilliam
Zenn MCP Server Claim 2
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
B 72 55 72 100 N/A 41 94 39
5888
sudenurozturkk
Provides real-time weather data from Open-Meteo API, mathematical calculations,…
B 72 55 78 73 24 81 89
5889
vivek100
SupaMCPBuilder Claim 1
A runtime-configurable MCP server for Supabase databases that enables dynamic t…
B 72 55 78 68 32 76 96
5890
GreyC
Jules API MCP Claim 1
An MCP server that enables users to manage Google's Jules AI coding agent sessi…
B 72 55 63 62 53 80 100
5891
onesmartguy
Adds a live git branch status bar to the Claude footer for tracking multiple ac…
B 72 54 66 57 N/A 44 92 100
5892
lesir831
A Bilibili MCP Server that can retrieve subtitles, danmaku (bullet comments), a…
B 72 54 68 41 N/A 61 95 99
5893
ProjectAtlantis-dev
Provides real-time weather data and forecasts for locations worldwide using the…
B 72 55 68 71 44 82 92
5894
mlaugharn
cli-mcp Claim 1
expose clis over model context protocol
B 72 54 86 56 N/A 18 95 87
5895
uday210
Salesforce MCP Server Claim 2
A Model Context Protocol server that enables interaction with Salesforce throug…
B 72 55 75 71 20 81 100
5896
cblanquera
Chris MCP Claim
A context provider that serves as an AI version of Chris's programming knowledg…
B 72 55 72 60 59 81 84
5897
mrphrazer
A headless Ghidra server that enables AI agents to perform deep reverse-enginee…
B 72 55 96 31 51 81 98
5898
agentscore-trustless
Provides access to the AgentScore Registry on Base Sepolia to retrieve agent re…
B 72 55 74 61 48 81 93
5899
1RB
mongo-mcp Claim 2
MCP server that provide tools to LLMs such as claude in cursor to interact with…
B 72 55 90 65 N/A 19 80 91
5900
0GiS0
Cómo crear MCP Servers y usarlos con GitHub Copilot Chat 🚀💻🤖
B 72 54 72 62 N/A 28 89 100
Showing 5851–5900 of 46347 servers
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