MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22501
AbdelrhmanSror
Enables AI assistants to interact with Azure DevOps repositories and pull reque…
D 53 44 72 27 22 80
22502
SafetyReportProject
Provides integrated access to location-based weather, reporting history, and in…
D 53 44 42 60 26 82
22503
RA86-dev
Provides instant access to 700+ programming documentation sources and creates i…
D 53 44 54 31 45 81
22504
1amageek
Swift source code structural indexer. Extracts type declarations, properties, m…
D 53 43 60 11 N/A 43 95 C
22505
vanachterjacob
A server that provides standardized development rules and context for Business …
D 53 44 56 37 34 81
22506
tuankiet1708
Fetches GitHub pull request information including file changes, diffs, and meta…
D 53 44 64 38 19 81
22507
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides a natural language int…
D 53 44 60 40 21 81
22508
fabb
WigAI Claim
Bitwig Controller Extension that provides an MCP Server for AI Agent control
D 53 43 60 20 N/A 32 95
22509
saidsef
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
D 53 55 70 43 0 75 80
22510
enkhbold470
A framework that integrates Brain-Computer Interface technology with the Model …
D 53 44 60 36 26 82
22511
HatriGt
hana-mcp-server Claim
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Us…
D 53 44 50 31 N/A 52 80
22512
pravin22kumar
A template for building and deploying custom remote MCP servers on Azure Functi…
D 53 43 42 35 N/A 39 95
22513
PingAIFun
A Model Context Protocol server that extends AI capabilities by providing tools…
D 53 43 45 30 N/A 42 95
22514
leomeirae
Enables AI agents to access and manage Supabase projects through the Model Cont…
D 53 44 58 41 21 81
22515
cablehead
gpt2099.nu Claim
a Nushell cross.stream extension to interact with LLMs and MCP servers
D 53 43 60 27 N/A 28 90 NU
22516
mctrinh
A curated list of excellent Model Context Protocol (MCP) servers.
D 53 33 44 N/A N/A 13 95
22517
stefanwatt
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
D 53 43 48 55 N/A 21 80
22518
sehmim
MCPHy Claim
Transform REST APIs into intelligent, chat-driven MCP servers with zero code ch…
D 53 44 48 32 53 81
22519
ethan2000liu
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to…
D 53 43 60 27 N/A 21 95
22520
koizumikento
e-Stat MCP Claim
Enables access to Japan's official government statistics portal (e-Stat) API to…
D 53 44 48 45 34 81
22521
ArjunBhuptani
SparkMango Claim 1
A Model Context Protocol server that converts Solidity bytecode into functional…
D 53 44 49 56 21 81
22522 D 53 33 44 N/A N/A 13 95
22523
ag2-mcp-servers
An MCP server that enables interaction with Twilio Frontline API for customer c…
D 53 44 45 60 21 81
22524
BACH-AI-Tools
Fotocasa1 MCP Server Claim 1
An MCP server for accessing the Fotocasa1 API to search real estate listings an…
D 53 44 35 55 45 81
22525
AgentWings
turbopuffer-mcp Claim
Enables interaction with the Turbopuffer vector database, providing tools for m…
D 53 43 56 27 N/A 27 94
22526
ramkansal
pentestMCP Claim 1
An MCP server that exposes over 20 standard penetration testing utilities, such…
D 53 44 63 27 34 81
22527
ag2-mcp-servers
An MCP Server that enables interaction with Google's Organization Policy API, a…
D 53 43 45 47 N/A 21 95
22528
oxbshw
One-stop handbook for building, deploying, and understanding LLM agents with 60…
D 53 43 50 16 N/A 51 95
22529
pwntato
Enables LLMs to dynamically discover and execute tools through a structured ski…
D 53 44 56 30 43 81
22530
guinnessNet
Maipharm Domae MCP Claim 1
Enables integrated search and ordering across eight pharmaceutical wholesalers …
D 53 43 54 32 N/A 32 89
22531
capoom
HoudiniMCP Claim
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assis…
D 53 33 40 N/A N/A 18 95
22532
yoniassia
Provides access to a comprehensive financial intelligence platform featuring re…
D 53 44 54 38 36 80
22533
sahinrasit
Claude Context MCP Claim
Enables AI assistants to index and search codebases using semantic search power…
D 53 44 60 31 35 78
22534
Rixmerz
BigContext MCP Claim
Enables working with large documents of any size by intelligently segmenting th…
D 53 43 48 40 N/A 24 95
22535
feibai406
An MCP server that enables interaction with multiple Kubernetes clusters simult…
D 53 43 59 28 N/A 18 95
22536
dedalus-labs
gcal-mcp Claim
A Google Calendar MCP server that provides comprehensive tools for managing cal…
D 53 44 56 27 45 83
22537
dodufish
PIXRA Claim
Pixelize the real world on-chain
D 53 43 56 12 N/A 45 95
22538
MatheusgVentura
An API that enables document querying through a Retrieval-Augmented Generation …
D 53 44 42 66 18 81
22539
pomazanbohdan
memory-mcp-1file Claim
A self-contained Memory server with single-binary architecture (embedded DB & m…
D 53 43 42 28 N/A 55 91
22540
BACH-AI-Tools
Enables access to comprehensive Indian stock market data from the NSE and BSE, …
D 53 44 50 50 27 81
22541
HuaiyuZhang
Enables users to query ClinicalTrials.gov using natural language instead of com…
D 53 44 48 47 34 81
22542
BrooksIan
SSB MCP Server Claim
Provides comprehensive access to SQL Stream Builder (SSB) functionality with 80…
D 53 44 60 33 35 77
22543
basementstudio
MCP Three Claim
Enables working with 3D models by converting GLTF/GLB files into React Three Fi…
D 53 44 48 52 26 81
22544
LEKKALAGANESH
A FastAPI backend that integrates with ElevenLabs MCP to create an AI agent cap…
D 53 44 48 60 16 81
22545
alejofig
A server that allows AI agents to query and retrieve information about upcoming…
D 53 44 42 67 16 81
22546
wmoten
ice-puzzle-mcp Claim 1
An MCP server for building, validating, and publishing Ice Puzzle levels with A…
D 53 44 63 22 37 83
22547
antonhofstader
Slack MCP Claim
A .NET-based Model Context Protocol server and Python client for interacting wi…
D 53 44 60 41 21 80
22548
shanezchang
mcp-hub Claim
A self-hosted remote MCP server that provides reusable prompts and development …
D 53 44 54 27 48 83
22549
WangTingYeYe
Provides a Model Context Protocol server for managing shipping orders and addre…
D 53 44 54 35 36 81
22550
wklee610
kafka-mcp Claim 1
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
D 53 44 41 28 68 80
Showing 22501–22550 of 33449 servers
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