MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11401
wolfe-jam
FAF Claim
# claude-faf-mcp FAF MCP server for Claude-compatible clients, with 33 tools f…
C 63 66 60 70 0 87 77 100
11402
masna-ai
A server that enables AI models to interact with Confluence Data Center through…
C 63 55 72 41 23 76 93
11403
baolongt
MCP SNS Server Claim 1
A Model Context Protocol server that enables interaction with Service Nervous S…
C 63 55 69 42 22 81 93
11404
BACH-AI-Tools
An MCP server that provides access to the Midjourney Best Experience API for ge…
C 63 55 41 100 45 81 43
11405
System-R-AI
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
C 63 66 90 60 0 55 83 91
11406
jake-ccnh
Integrates the Planning Center Online API with an MCP server to enable natural …
C 63 55 62 30 40 81 100
11407
KnightMode
A Model Context Protocol server that provides comprehensive YouTube search func…
C 63 54 55 48 N/A 18 95 89
11408
Ansvar-Systems
Bangladeshi legislation via MCP — full-text search across statutes and provisio…
C 63 64 90 43 0 66 95 91
11409
Exspiravit
Weather MCP Claim
Enables users to get real-time weather information for any city in the world. P…
C 63 55 62 50 42 81 78
11410
Doctacon
Enables parallel implementation of tasks using git worktrees, allowing you to c…
C 63 54 72 31 N/A 15 95 91
11411
QoutaID
QoutaMCP Claim
Enables inspection and analysis of project structures to detect languages, fram…
C 63 64 90 61 0 29 95 93
11412
shaikh3
GDrive MCP Server Claim
Enables Claude to perform comprehensive read and write operations on Google Doc…
C 63 64 90 68 0 30 95 90
11413
BACH-AI-Tools
jieba-mcp Claim
Enables Chinese text segmentation using the jieba library with support for prec…
C 63 55 42 57 42 84 90
11414
OctagonAI
Octagon VC Agents Claim 1
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
C 63 55 49 62 46 81 76
11415
ljs11111
Enables large language models to access user geolocation information through Ed…
C 63 55 66 27 39 82 98
11416
Nur1sat
Provides tools for managing a product catalog, including functions to list, add…
C 63 55 54 55 22 80 99
11417
vinaykp
A server implementation of the Model Context Protocol (MCP) that provides REST …
C 63 54 54 37 N/A 23 95 100
11418
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
11419
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
11420
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
11421
wb200
Memory-MCP Claim
Provides persistent memory for AI agents using hybrid search (vector embeddings…
C 63 55 60 40 48 81 88
11422
aidocx
mcp-server Claim
Create, upload, and manage contracts from AI assistants. AI analysis and e-sign…
C 63 64 88 68 0 47 75 98
11423
ninad7007
A Model Context Protocol server that enables AI tools to interact with Supabase…
C 63 55 45 68 34 81 85
11424
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
11425
amornpan
Enables Language Models to interact with Microsoft SQL Server databases by insp…
C 63 55 78 36 18 81 93
11426
leopold16
Enables users to search, browse, and retrieve AI prompts from the Tripleshot pu…
C 63 54 62 37 N/A 26 95 90
11427
TavoElgueaLopez
A template for deploying an MCP server without authentication on Cloudflare Wor…
C 63 55 48 70 29 84 79
11428
jopsis
OCI MCP Server Claim
Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure …
C 63 55 72 38 27 81 91
11429
moeloubani
Provides access to VisiData functionality for data analysis, visualization, and…
C 63 54 54 33 N/A 52 89 89
11430
jonmmease
Enables sending push notifications to your devices via Pushover, allowing you t…
C 63 55 60 48 24 81 94
11431
Sunwood-ai-labs
A Model Context Protocol server that enables efficient management of GitHub iss…
C 63 54 51 57 N/A 56 87 67
11432
annie25726
Accounting MCP Claim 1
A personal financial management tool that enables AI assistants to record trans…
C 63 54 72 36 N/A 24 94 77
11433
renCosta2025
Get up-to-date, version-specific documentation and code examples from official …
C 63 66 84 72 0 50 81 91
11434
aqibqureshi786
Enables natural language interaction with FastAPI applications through Google's…
C 63 55 54 56 19 81 96
11435
krishna-paulraj
X MCP Server Claim
Enables users to interact with X (Twitter) through the X API. Supports posting …
C 63 55 78 75 24 81 38
11436
zongmin-yu
literateMCP Claim
Server for managing academic literature with structured note-taking and organiz…
C 63 54 72 23 N/A 34 95 87
11437
weibaohui
kom Claim 1
Provides MCP multi-cluster Kubernetes management and operations. It can be inte…
C 63 55 66 37 87 81 50
11438
pipeworx-io
jokes Claim
Jokes MCP — wraps JokeAPI v2 (free, no auth)
C 63 55 90 0 47 81 97
11439
09Tns
A humor-focused MCP server that delivers jokes through Microsoft Copilot Studio…
C 63 55 68 17 50 81 100
11440
Karen-Proyect-IA
A template for deploying an unauthenticated MCP server on Cloudflare Workers. E…
C 63 55 48 70 27 84 77
11441
markmircea
Selenix-MCP-Server Claim
MCP server that bridges local apps with Selenix for browser automation.
C 63 55 90 0 N/A 56 69 99
11442
Pankhur
Public MCP Server Claim
A basic Model Context Protocol (MCP) server implementation that provides a foun…
C 63 55 62 82 N/A 23 95 39
11443
professordnyc
Integrates Square sandbox catalog and orders management with voice commands (vi…
C 63 54 60 28 N/A 41 95 91
11444
CalcsLive
CalcsLive MCP Server Claim 1
Enables AI agents to perform unit-aware engineering calculations with automatic…
C 63 66 90 65 0 55 80 89
11445
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
11446
mauricioTechDev
Weather MCP Server Claim 1
A Model Context Protocol server that enables AI models to fetch weather alerts …
C 63 55 45 63 18 81 100
11447
anisirji
A Model Context Protocol server that exposes multiple AI tools over SSE transpo…
C 63 55 55 65 26 76 88
11448
rileylemm
Enables querying a hybrid system that combines Neo4j graph database and Qdrant …
C 63 55 66 35 41 81 90
11449
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
11450
MarvelEyiosa
Enables AI systems to remember interactions, understand document context throug…
C 63 55 72 56 19 81 72
Showing 11401–11450 of 30006 servers
« Prev 1 227 228 229 230 231 601 Next »