MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11501
Rucha-Nandgirikar
StatFlow Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 55 84 12 42 81 90
11502
cayirtepeomer
Provides integration with Gerrit code review system, allowing AI assistants to …
C 63 55 66 46 30 81 85
11503
purva-kashyap
Microsoft MCP Claim
Enables AI assistants to interact with Microsoft Graph API services including O…
C 63 55 72 40 27 81 88
11504
delexw
mcpware Claim
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
C 63 55 90 36 42 81 57
11505
Ansvar-Systems
taiwanese-law-mcp Claim
Taiwanese legislation via MCP — full-text search across statutes and provisions
C 63 64 90 38 0 66 95 91
11506
LaelLuo
Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants…
C 63 55 60 56 21 81 87
11507
fhp101ml
A conversational copilot that guides users through the Knowledge Discovery in D…
C 63 54 54 56 N/A 25 90 84
11508
kukapay
cointelegraph-mcp Claim
Providing real-time access to the latest news from Cointelegraph.
C 63 55 64 32 40 82 97
11509
antegral
MMA MCP Server Claim
Enables users to search and query information about military service alternativ…
C 63 55 72 58 57 81 41
11510
DasBalvinderDas
Provides weather-aware travel planning tools that fetch 3-day forecasts and gen…
C 63 55 68 33 27 83 100
11511
D-Diaa
An MCP server that enables Claude to perform OCR on local files using Mistral A…
C 63 54 53 55 N/A 21 92 89
11512
nasoma
Enables users to manage airtime transactions through the Africa's Talking API, …
C 63 55 60 31 49 80 99
11513
gage-russell
resumejson-mcp Claim 1
An MCP server for managing career experience data using the JSON Resume schema …
C 63 54 45 56 N/A 31 87 94
11514
scotthavird
A tool for deploying authentication-free Model Context Protocol servers on Clou…
C 63 55 48 68 26 84 81
11515
ReplenishRadar
MCP Claim 2
Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…
C 63 66 94 65 0 49 82 84
11516
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 55 84 26 30 81 85
11517
anisirji
A Model Context Protocol server that exposes multiple AI tools over SSE transpo…
C 63 55 55 65 26 76 88
11518
Azure-Samples
An MCP server that provides weather information like forecasts and alerts for U…
C 63 55 63 37 29 81 100
11519
JackKuo666
PubChem MCP Server Claim
Enables AI assistants to search and retrieve chemical compound information, str…
C 63 55 76 31 16 83 98
11520
chris-schra
mcp-funnel Claim
MCP proxy that aggregates multiple servers with tool filtering and customization
C 63 54 66 37 N/A 61 95 57
11521
kimtth
An experimental and educational app for Ping-pong server demonstrating remote M…
C 63 54 72 35 N/A 18 95 85
11522
hydavinci
Enables querying the latest commit information for any file in the Chromium rep…
C 63 55 66 32 41 81 91
11523
LuciferForge
agent-safety-mcp Claim 1
Unified MCP safety server that detects prompt injection (75 patterns), scans LL…
C 63 55 66 31 43 78 95
11524
gs-ysingh
Travel MCP Server Claim
Enables comprehensive travel planning by providing tools for flight and accommo…
C 63 55 78 75 31 81 33
11525
artillect
Enables Magic: The Gathering players to manage decks and access card informatio…
C 63 54 70 33 N/A 19 95 86
11526
lennart-finke
baba_is_eval Claim
Claude et al. play the brilliant puzzle title "Baba is You"
C 63 54 66 31 N/A 18 95 95
11527
La-Palma-24
Search vacation rentals in La Palma, Canary Islands with real-time availability…
C 63 66 88 70 0 43 81 90
11528
jobinpjoseph707
An MCP server that enables AI agents to execute sandboxed JavaScript code to co…
C 63 54 85 38 N/A 32 89 59
11529
DanielRSnell
PostgreSQL MCP Server Claim 1
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
C 63 55 72 50 16 71 97
11530
Yoosu-L
Enables benchmarking of Large Language Model APIs by measuring performance metr…
C 63 66 96 60 0 41 81 94
11531
tebinraouf
Enables control of Philips Hue lights through VS Code Copilot or Claude Desktop…
C 63 54 56 38 N/A 25 95 96
11532
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 68 24 84 86
11533
TheseHandsAreSpiders
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 27 81 82
11534
lars20070
Enables evaluating Wolfram Language code and retrieving Wolfram Engine version/…
C 63 54 41 32 N/A 59 95 99
11535
pbohannon
Notion API MCP Server Claim 1
Enables advanced todo list management and content organization using Notion's A…
C 63 55 90 58 38 81 34
11536
FacuPVe
MCP Weather Server Claim
A demonstration MCP server created for learning purposes, allowing Claude AI to…
C 63 54 56 50 N/A 19 95 88
11537
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11538
n8n-io
n8n Claim
Fair-code workflow automation platform with native AI capabilities. Combine vis…
C 63 66 96 57 0 72 83 74
11539
aqibqureshi786
Enables natural language interaction with FastAPI applications through Google's…
C 63 55 54 56 19 81 96
11540
PHOENIXxXTM
Weather MCP Server Claim
Provides real-time weather data including temperature, humidity, and conditions…
C 63 54 62 30 N/A 24 94 99
11541
godzeo
MCP HTTP Requests Claim
A comprehensive HTTP client MCP server for security testing, API testing, and w…
C 63 55 66 31 40 81 98
11542
namtran
diskcleankit-mcp Claim 1
MCP server for DiskCleanKit - One Touch Scan and Clean for Mac
C 63 64 75 61 0 52 95 97
11543
AsyncFuncAI
github-chat-mcp Claim 1
A Model Context Protocol (MCP) for analyzing and querying GitHub repositories u…
C 63 55 55 37 N/A 46 86 91
11544
Nur1sat
Provides tools for managing a product catalog, including functions to list, add…
C 63 55 54 55 22 80 99
11545
matthewdcage
A standalone Model Context Protocol server that enables AI models to access the…
C 63 66 96 67 0 36 81 91
11546
dataforseo
DataForSEO MCP Server Claim 3
A Model Context Protocol server that enables Claude to interact with DataForSEO…
C 63 55 65 70 54 80 38
11547
Tencent
A server based on MCP protocol that allows large language models to directly ac…
C 63 55 66 100 33 81 20
11548
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
11549
akaiserg
MCP Memory Tracker Claim
A Model Context Protocol (MCP) server that provides persistent memory capabilit…
C 63 54 62 30 N/A 23 95 100
11550
zilliztech
mcp-server-milvus Claim 1
MCP Server for Milvus / Zilliz, making it possible to interact with your databa…
C 63 55 59 35 54 80 88
Showing 11501–11550 of 50103 servers
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