MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15401
akuadane
mcp-code-interpreter Claim 1
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
F 30 55 44 27 44 80 88
15402
hildersantos
Things MCP Claim 1 2
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
F 30 54 84 66 N/A 31 90 96
15403
156554395
Enables AI image generation using Doubao Seedream models and video generation u…
F 30 66 72 68 0 67 80 84
15404
kukapay
crypto-news-mcp Claim 1 2
An MCP server that provides real-time cryptocurrency news sourced from NewsData…
F 30 55 51 37 45 80 100
15405
OthmaneBlial
A DeepSeek MCP-like Server for Terminal
F 30 54 96 63 N/A 45 84 98
15406
rigwild
mcp-server-amazon Claim 1
🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and …
F 30 55 70 61 N/A 44 76 99
15407
gregce
Adwords MCP Claim 1
A joke/demo Model Context Protocol server that injects cringe-worthy advertisem…
F 30 55 72 82 45 80 20
15408
riefer02
Mezmo MCP Server Claim 1 2
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
F 30 55 63 76 31 82 90
15409
OpenLinkSoftware
MCP PyODBC Server Claim 1
A lightweight MCP server that enables database access and querying through ODBC…
F 30 54 84 37 N/A 39 87 87
15410
falahgs
Provides web and local search capabilities via Brave Search combined with advan…
F 30 55 78 68 25 80 95
15411
adamescj
PokeMCP Claim 1
Enables AI assistants to play Pokemon Fire Red through the mGBA emulator by pro…
F 30 54 60 36 N/A 30 92 94
15412
openpharma-org
WHO MCP Server Claim 1
Provides access to the World Health Organization's Global Health Observatory da…
F 30 55 96 60 52 78 90
15413
tradesdontlie
Task Manager MCP Server Claim 1 2
A Model Context Protocol server providing comprehensive task management capabil…
F 30 55 55 27 46 80 99
15414
jimmyliao
ms-agentframework Claim 1
Production-ready integration of Microsoft Agent Framework with MCP, enabling AI…
F 30 55 86 56 47 76 100
15415
juhemcp
Provides a Model Context Protocol server that enables large language models to …
F 30 55 60 60 36 78 74
15416
shashwatgtm
craft-gtm-mcp Claim 1 2
8 strategic GTM tools: PMF, Launch, Interviews, Retention, Partners, Crisis, Co…
F 30 54 84 50 N/A 45 92 87
15417
matthewhand
mcp-any-openapi Claim 1
A Python-based MCP server that integrates OpenAPI-described REST APIs into MCP …
F 30 55 84 68 55 76 84
15418
narphorium
Memex Claim 1 2
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
F 30 55 78 57 39 76 92
15419
Family-IT-Guy
Perplexity MCP Server Claim 1 2
A custom Model Context Protocol implementation that integrates Perplexity AI wi…
F 30 55 88 61 47 77 93
15420
etbars
vibetrader-mcp Claim 1 2
AI-powered trading bot platform. Create automated trading strategies with natur…
F 30 55 76 41 40 80 89
15421
KashiwaByte
vikingdb-mcp-server Claim 1
VikingDB integration with collection and index introduction, vector store and s…
F 30 55 90 47 36 76 96
15422
Avik-creator
MCP Manim Server Claim 1
A server-based tool that enables the generation of mathematical animations from…
F 30 55 48 25 23 71 86
15423
funkytownk
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
F 30 54 60 62 N/A 17 88 91
15424
leon30083
Trae-OpenSpec MCP Claim 1 3
An MCP server for Trae AI that enables automated creation and management of Ope…
F 30 54 65 55 N/A 29 87 77
15425
x51xxx
copilot-mcp-server Claim 1 2
MCP server that connects your IDE or AI assistant to GitHub Copilot CLI for cod…
F 30 55 92 75 66 76 88
15426
embracefailure
GraphRAG MCP Claim 1
Enables enterprise document retrieval using graph-based reasoning and knowledge…
F 30 54 90 66 N/A 29 84 53
15427
hesiod-au
Python MCP Server Claim 1 2
A Model Context Protocol server that extracts and analyzes Python code structur…
F 30 54 57 55 N/A 49 91 91
15428
chrisurf
DALL-E 3 MCP Server Claim 1 3
A Model Context Protocol server that provides OpenAI's DALL-E 3 image generatio…
F 30 55 75 70 65 80 100
15429
Eldimire
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 54 66 70 N/A 32 90 67
15430
KunihiroS
claude-code-mcp Claim 1
MCP Server connects with claude code local command.
F 30 54 94 61 N/A 68 90 93
15431
Datajang
mcp-narajangteo Claim 1
내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함
F 30 54 60 66 N/A 50 92 88
15432
webimpianteam
Bayarcash MCP Server Claim 1 2
Enables AI-powered payment management for Bayarcash, allowing users to create p…
F 30 55 84 76 45 80 97
15433
atlassian-labs
mcp-compressor Claim 1
A proxy server that wraps existing MCP servers to significantly reduce token co…
F 30 54 90 41 79 89 98
15434
vltansky
Allows AI assistants to access and analyze your Cursor conversation history, en…
F 30 54 66 57 N/A 64 90 90
15435
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
F 30 54 78 63 N/A 74 88 94
15436
tanker327
Prompts MCP Server Claim 1 3
A Model Context Protocol server for managing prompt templates as markdown files…
F 30 54 75 56 N/A 40 90 100
15437
piyushagni5
langgraph-ai Claim 1
A comprehensive collection of LangGraph implementations, tutorials, and advance…
F 30 54 92 63 N/A 50 80 93 JU
15438
mitsuhiko
A code-first MCP server that provides a single tool to execute JavaScript or Ty…
F 30 54 84 72 N/A 36 84 90
15439
DiscreteTom
Mock MCP Server Claim 1
A mock MCP server for testing MCP client implementations and development workfl…
F 30 55 66 17 61 82 98
15440
ageborn-dev
architect-mcp-server Claim 1
A powerful, self-extending MCP server for dynamic AI tool orchestration. Featur…
F 30 54 88 26 N/A 58 87 86
15441
noahlozevski
MCP-IDB Claim 1 2
Integration between Model Context Protocol (MCP) and Facebook's iOS Development…
F 30 55 62 82 N/A 43 87 14
15442
HypnoLabs-io
agentchurch-mcp Claim 1
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
F 30 64 90 68 0 37 74 93
15443
faraazahmad
GraphSense MCP Server Claim 1
Enables natural language queries about JavaScript/TypeScript codebases using gr…
F 30 54 72 62 N/A 50 90 95
15444
btangonan
Smart MCP Claim 1 2
A global framework for creating reusable command shortcuts and slash commands t…
F 30 54 90 56 N/A 26 89 73
15445
datavorous
PuchAI MCP Server Claim 1
A multi-purpose MCP server that enables Reddit research for market validation, …
F 30 55 72 67 23 74 79
15446
ariunbolor
NSAF MCP Server Claim 1 2
A Model Context Protocol server that allows AI assistants to interact with the …
F 30 55 75 57 26 76 91
15447
moimran
EVE-NG MCP Server Claim 1 3
A Model Context Protocol server that enables LLMs to manage network topologies,…
F 30 55 57 66 28 82 93
15448
trust-delta
Hand off conversation context between Claude Desktop projects and across MCP cl…
F 30 54 84 63 N/A 68 89 98
15449
usafhulk
Sales MCP Server Claim 1
Provides AI assistants with access to sales data tools, including fetching quar…
F 30 54 48 32 N/A 29 94 33
15450
diaz3618
ccg-mcp-tool Claim 1
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
F 30 54 90 62 81 90 89
Showing 15401–15450 of 66502 servers
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