MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10101
pr0cf5
GhidraMCP Claim
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
C 66 54 66 33 N/A 40 95 91
10102
AgentWorkshop
A standardized interface for agent-to-agent communication that enables composab…
C 66 55 78 31 40 81 94
10103
henry1042
Enables reading MSI installer metadata, analyzing Windows software packages, an…
C 66 54 70 30 N/A 44 95 87
10104
mattijsdp
dbt-docs-mcp Claim 1
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt C…
C 66 54 57 28 N/A 60 92 100
10105
dachienit
An MCP server that facilitates seamless interaction with SAP ABAP systems to ma…
C 66 55 69 82 49 80 40
10106
gentiku
Enables comprehensive Spotify integration through natural language commands, su…
C 66 55 78 41 24 81 98
10107
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 55 48 68 27 81 100
10108
zach-snell
bbkt Claim
Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, …
C 66 55 72 63 73 76 46
10109
NinjaEde
A Model-Context-Protocol server that provides a read-only interface to ProAlpha…
C 66 55 72 43 39 81 92
10110
kukapay
An MCP server that enables agents to perform bulk BNB and BEP20 token transfers…
C 66 55 51 63 40 81 95
10111
alexesom
Enables AI agents to search the web, crawl websites, and perform intelligent RA…
C 66 55 88 27 42 81 84
10112
AgentsWorkingTogether
mcp-sleep Claim
Tool that allows you to wait a certain time to continue the execution of an age…
C 66 55 90 22 41 81 90
10113
delian-research
brain-mcp Claim 1
An MCP server for managing Obsidian-style note vaults, providing tools for full…
C 66 54 53 62 N/A 30 90 90
10114
demomagic
Dune MCP Server Claim
Provide a server implementation that integrates with the Model Context Protocol…
C 66 55 60 66 N/A 23 81 89
10115
mskim8717
Dooray MCP Server Claim
A server that enables management of schedules through the Dooray API, allowing …
C 66 55 68 60 36 81 79
10116
adarshem
MCP Weather Server Claim 1
A Model Context Protocol server that provides tools to fetch weather alerts for…
C 66 55 53 100 43 81 43
10117
JayDevelops
Pokemon MCP Server Claim
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
C 66 55 70 100 25 81 38
10118
264Gaurav
Weather MCP Server Claim
Demonstrates creating and connecting an MCP weather server using FastMCP, with …
C 66 54 76 28 N/A 26 95 100
10119
tengmmvp
Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporti…
C 66 55 62 46 72 81 75
10120
kodey-ai
Run SOQL queries against your Salesforce org to retrieve records and insights. …
C 66 66 96 68 0 59 81 90
10121
yzfly
The Excel MCP Server is a powerful tool that enables natural language interacti…
C 66 55 51 82 N/A 25 81 84
10122
johnnyclem
xcsift-mcp Claim 1
An MCP server that enables AI assistants to parse Xcode and Swift build outputs…
C 66 54 53 51 N/A 46 87 91
10123
aliyun
A universal interface that enables AI Agents to communicate with Hologres datab…
C 66 55 78 28 44 81 94
10124
Custodia-Admin
pagebolt Claim
Screenshots, PDFs, OG images, page inspection, and narrated video recording for…
C 66 64 90 81 0 52 83 90
10125
dymk
AskDocs MCP Server Claim
Enables semantic search and retrieval of information from technical documentati…
C 66 55 72 43 28 81 98
10126
maoxiaoke
A Node.js server that provides advanced video and image processing capabilities…
C 66 55 60 100 N/A 22 95 38
10127
phaserjs
Connects LLMs to Phaser Editor v5 to facilitate the management of game scenes, …
C 66 54 56 50 N/A 34 90 97
10128
Traia-IO
Provides access to the Nager.Date API through the Model Context Protocol, allow…
C 66 54 68 43 N/A 27 92 95
10129
warengonzaga
Enables cross-chain bridging, multi-chain token swaps, and real-time pricing ac…
C 66 66 96 67 0 59 81 91
10130
AlwaysSany
DeepL MCP Server Claim
Provides translation capabilities using the DeepL API, supporting text translat…
C 66 55 72 36 47 81 91
10131
PonzuTech
ponzu Claim
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
C 66 54 60 61 N/A 32 75 95
10132
gabguerin
Enables AI agents to interact with the Hooktheory API for chord progression gen…
C 66 55 68 41 47 80 90
10133
Abdullah007bajwa
Excalidraw MCP Server Claim 1
A Model Context Protocol server that enables LLMs to create, modify and manipul…
C 66 55 63 62 19 81 96
10134
toolprint
mcp-graphql-forge Claim
MCP that can proxy any GraphQL API and expose graphql operations as mcp tools.
C 66 64 96 66 0 33 95 100
10135
FutureUnreal
mcp-pdf2md Claim
PDF to Markdown conversion tool
C 66 54 62 41 N/A 44 90 94
10136
claw-factory
TRUSS MCP Server Claim
A developer tool suite for Claude Code that automates the creation of CLAUDE.md…
C 66 55 96 0 58 81 93
10137
higress-group
MCP server that provides comprehensive tools for managing [Higress](https://git…
C 66 54 76 41 N/A 26 89 91
10138
koei-kaji
zk-mcp Claim 1
An MCP server that integrates the zk note-taking system with LLMs, enabling use…
C 66 54 45 62 N/A 45 90 88
10139
Kirandawadi
Connects LLMs like Claude Desktop with Volatility3 forensics framework, enablin…
C 66 54 78 33 N/A 23 95 93
10140
JosefGold
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
C 66 54 66 40 N/A 34 95 92
10141
mo666-med
Automatically analyzes and dispatches user tasks to appropriate handlers, suppo…
C 66 55 72 100 N/A 25 95 17
10142
guilhermelirio
Brasil API MCP Claim 1
A Model Context Protocol server that connects AI assistants to Brazilian public…
C 66 55 45 60 44 83 100
10143
hagsmand
mcp-server-starrocks Claim 1
This MCP server provides connection to Starrocks allows you to explore this que…
C 66 55 84 28 41 81 92
10144
luebken
Playlist-MCP Claim
An experimental MCP server that makes YouTube playlist transcripts available fo…
C 66 54 78 25 N/A 38 95 87
10145
NimbleBrainInc
Enables AI assistants to manage Folk CRM data, including contacts, companies, n…
C 66 55 54 43 66 83 92
10146
Willval117
Odoo MCP Server Claim 1
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
C 66 55 66 72 18 80 81
10147
andrew-stclair
Enables users to perform security testing and penetration testing tasks through…
C 66 55 78 40 33 81 93
10148
l1806858547
TiDB MCP Server Claim 1
A Model Context Protocol server that allows executing SELECT queries on TiDB da…
C 66 55 63 55 25 81 100
10149
BobGod
A Model Context Protocol server that enables AI tools to automatically publish …
C 66 54 45 73 N/A 48 90 75
10150
EbonyLouis
Fetches and tracks content from YouTube channels, RSS feeds, and GitHub release…
C 66 55 66 82 N/A 24 95 50
Showing 10101–10150 of 30006 servers
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