MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14851
opiuman
Helps YouTube content creators find perfect background music for their shorts b…
F 30 55 84 73 34 80 96
14852
Eldimire
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 54 66 70 N/A 32 90 67
14853
takuya0206
Obsidian MCP Claim 1 2
A Model Context Protocol server that enables AI assistants to read, write, and …
F 30 54 57 72 N/A 46 89 87
14854
Hajime-Y
An agent-based tool that provides web search and advanced research capabilities…
F 30 55 60 55 43 80 75
14855
itrimble
Moom MCP Server Claim 1 2
A Model Context Protocol server that enables programmatic control of Moom windo…
F 30 54 75 48 N/A 60 84 98
14856
niradler
Planer MCP Server Claim 1
An intelligent task management server that generates context-aware engineering …
F 30 55 60 58 29 80 93
14857
voicetreelab
lazy-mcp Claim 1
MCP proxy server with lazy loading support - reduces context usage through on…
F 30 54 72 61 N/A 62 89 90
14858
worlddebugger
Freqtrade-MCP Claim 1
Integrates with the Freqtrade cryptocurrency trading bot via its REST API to en…
F 30 55 48 32 48 80 94
14859
enescanguven
fal.ai MCP Server Claim 1
Provides access to over 600 AI models on fal.ai for generating and editing imag…
F 30 54 88 70 N/A 38 89 85
14860
cameronrye
activitypub-mcp Claim 1
Read-only-by-default MCP server: let LLMs explore the Fediverse — Mastodon, Mis…
F 30 54 84 70 N/A 86 92 98
14861
equilibrium-team
TweekIT MCP Server Claim 1
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
F 30 66 72 68 0 74 77 98
14862
praveencs87
Trello MCP Server Claim 1
Enables AI assistants and automation tools to interact with Trello boards, list…
F 30 55 76 66 23 80 86
14863
win4r
A TypeScript-based MCP server that implements a simple notes system, allowing u…
F 30 54 78 50 N/A 16 77 37
14864
puremd
pure.md MCP server Claim 1 2
An MCP server that enables AI clients like Cursor, Windsurf, and Claude Desktop…
F 30 55 51 68 31 76 65
14865
srinath1
MCP Calculator Server Claim 1
Provides mathematical calculation tools including basic operations, expressions…
F 30 55 72 32 27 74 99
14866
oxgeneral
agentnet Claim 1 2
Agent-to-agent referral network where AI agents discover, recommend, and refer …
F 30 66 90 52 0 29 80 93
14867
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
14868
stevenzxs
Crawl4AI MCP Server Claim 1
A locally-hosted MCP server that provides AI assistants with advanced web crawl…
F 30 54 62 41 N/A 35 87 82
14869
bhpark1013
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
F 30 55 80 58 30 80 85
14870
variflight
Variflight MCP Server Claim 1
A Model Context Protocol server implementation that provides tools for querying…
F 30 54 72 63 23 81 92
14871
Toloka
Tendem MCP Claim 1 2
An MCP server for Tendem that enables users to complete tasks using a hybrid of…
F 30 55 39 43 60 78 92
14872
aira-security
mcp-checkpoint Claim 1
MCP Checkpoint continuously secures and monitors Model Context Protocol operati…
F 30 54 88 35 N/A 63 76 96
14873
14ag
Exposes Sysinternals and NirSoft Windows diagnostic binaries as MCP tools with …
F 30 54 54 36 N/A 33 87 37
14874
Tght1211
http-4-mcp Claim 1
HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP to…
F 30 55 78 58 33 76 87
14875
bielacki
Explore and discover video games from the Internet Game Database. Search titles…
F 30 66 76 66 0 61 80 90
14876
neuhausi
Generates CanvasXpress data visualization JSON configurations from natural lang…
F 30 55 54 43 22 80 91
14877
smaheshwari-ux
Databricks MCP Proxy Claim 1 2
Authenticates with Databricks via OAuth and exposes remote MCP tools from Datab…
F 30 55 72 38 21 80 93
14878
zhangzhongnan928
Connects to the Coinbase Commerce API, allowing AI assistants like Claude to ge…
F 30 55 72 75 19 80 93
14879
vad-007
A FastMCP server providing real-time weather, news retrieval, and local note ma…
F 30 55 50 20 27 76 100
14880
mobb-dev
mobb-vibe-shield-mcp Claim 1
[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabili…
F 30 66 96 60 0 55 77 90
14881
OrenGrinker
Provides dad jokes in multiple styles and topics through prompts and tools, inc…
F 30 55 72 53 23 80 100
14882
mparth14
Document MCP Server Claim 1
Provides tools and resources for managing in-memory documents, allowing users t…
F 30 54 68 50 N/A 30 82 96
14883
NvkAnirudh
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
F 30 55 78 72 37 80 94
14884
pinkpixel-dev
Blabber-MCP Claim 1 3
An MCP server that enables LLMs to generate spoken audio from text using OpenAI…
F 30 55 57 61 47 76 96
14885
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
14886
veelenga
claude-mermaid Claim 1
A Mermaid diagram rendering MCP server for Claude Code with live reload functio…
F 30 54 90 58 N/A 68 88 92
14887
geosp
MCP MixSearch Claim 1
Enables advanced web search across multiple search engines (Brave, DuckDuckGo, …
F 30 55 66 71 47 80 92
14888
gregberns
Fetch-Save MCP Server Claim 1 2
A Model Context Protocol server that enables LLMs to retrieve web content and s…
F 30 55 69 100 N/A 47 90 37
14889
SeoNaRu
LexGuard MCP Claim 1 2
Enables AI to search and retrieve South Korean legal information from the Natio…
F 30 55 90 46 27 76 58
14890
jbrower95
MCP Asset Generator Claim 1 2
An MCP server that allows Claude to use OpenAI's image generation capabilities …
F 30 55 51 71 59 76 89
14891
ExpertVagabond
raycast Claim 1
Raycast workflow automation MCP server with 9 tools
F 30 54 96 68 N/A 53 82 91
14892
yulunjiang
A template for deploying an authentication-free MCP server on Cloudflare Worker…
F 30 55 60 68 32 78 73
14893
Protogenus
Natural Voice MCP Claim 1 2
Provides tools and resources to detect AI-generated writing patterns and refine…
F 30 54 90 45 N/A 53 90 97
14894
RockYuan
Enables interaction with the Monad blockchain to analyze smart contract source …
F 30 55 62 67 46 78 94
14895
Fewsats
amazon-mcp Claim 1
Amazon MCP server to search & buy products using the L402
F 30 54 64 22 N/A 39 90 88
14896
krish858
x-mcp Claim 1
masking posts and getting account info on x.
F 30 54 72 66 N/A 46 82 80
14897
tom-wahl
Codex MCP Server Claim 1 2
An MCP server for the OpenAI Codex CLI that provides coding assistance with mul…
F 30 54 77 62 N/A 43 87 98
14898
EugenEistrach
An MCP server that enables AI agents to send notifications and request user inp…
F 30 55 57 68 42 78 91
14899
nanameru
Majin Slide MCP Claim 1
Generates AI-powered prompts for creating markdown slide presentations and save…
F 30 55 78 58 28 76 82
14900
johan-perso
MCP Shop Server Claim 1
Enables AI models to find the best online deals by browsing and interacting wit…
F 30 55 72 100 N/A 41 90 63
Showing 14851–14900 of 50632 servers
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