MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34101
yingcaihuang
Manage authentik users and groups via API, including creation, group membership…
34102
krystiangw
Enables Claude to speak responses out loud using ElevenLabs text-to-speech API,…
34103
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
N/A N/A
34104
davinoishi
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
N/A N/A
34105
prizmPrograms
Enables adding, editing, and running VBA modules on running Excel instances in …
N/A N/A
34106 N/A N/A 95
34107
Armigerous
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
34108
OmarArias-Gaguancela
vmd-mcp Claim
Enables control of VMD2 for molecular dynamics analysis through natural languag…
N/A N/A
34109
faizan45640
Provides tools to interact with the PostEx Merchant API for order creation, tra…
34110
orkait
MCP server providing 33 verified Motion for React APIs with correct imports and…
N/A N/A
34111
shalonjovan
Testing MCP Claim
A universal AI-powered testing server built on the Model Context Protocol (MCP)…
N/A N/A
34112
ryan-knowone
Queries real-time AI subscription quota for Claude Code Max, Kimi, and Z.ai. To…
34113
hayamot0
AI customer support MCP server with order status lookup and RAG-powered knowled…
34114
babyagecalculator
baby-age Claim
Free hosted MCP server by Baby Age Calculator: exact baby age, zodiac, and mile…
34115
kamil-perczynski
Enables generative AI media tasks like image generation, editing, icon creation…
N/A N/A
34116
Machiavelli-DaVinci
Connects to Stack AI workflows, allowing you to run workflows and pass user inp…
34117
croakingtoad
Automates Cole Medin's context engineering methodology to generate high-quality…
N/A N/A
34118
open-pgx
openpgx Claim
Enables AI-driven pharmacogenomic analysis by querying structured genetic varia…
34119
baho0
Relays a result screenshot to Slack so you can review a coding agent's output w…
N/A N/A
34120
aborroy
Turns hundreds of Alfresco MCP REST endpoints into a small set of tools for a l…
N/A N/A
34121
sjgant80-hub
MCP server for foldkit that provides tools and resources for the 7-prime spine,…
N/A N/A
34122
Bigred97
rba-mcp Claim
Query the RBA in plain English — cash rate, FX, lending and deposit rates.
N/A N/A
34123
josh-thurston
Enables management of Vanta compliance platform resources including controls, v…
81
34124
zoro
goals Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
81
34125
darknodebros
Conectica Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
N/A N/A
34126
yesitsfebreeze
mesh Claim
A cross-agent communicator MCP server providing presence, resource locks, and d…
N/A N/A
34127
universal-mcp
Provides a standardized interface for interacting with Unipile's tools and serv…
34128
horiastanxd
claude-init Claim
Generates AI context files (CLAUDE.md, AGENTS.md, Cursor/Windsurf/Cline/Continu…
N/A N/A
34129
web3yaso
Citely-x402 Claim
An MCP server that gates content and tools behind x402 stablecoin micropayments…
34130
fnops
MCP server for Bitbucket Cloud that enables AI agents to manage repositories, b…
34131
Santy1422
Enables AI assistants to manage business operations including invoicing, WooCom…
34132
sjgant80-hub
MCP server for Foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
34133
fajarmf
slite-mcp Claim
Integrates with Slite's API to search, retrieve, create, and edit notes via the…
34134
CSOAI-ORG
note-taking-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34135
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
34136
foundryside-dev
warpline Claim
Temporal/change-impact authority that tracks per-entity change history and down…
N/A N/A
34137
TianqBu
threadwork Claim
A multi-agent collaboration tool for Claude Code that supports hot-swappable ro…
N/A N/A
34138
soapboxbuild
Enables interaction with GRESB's Real Estate ESG Benchmarking API, allowing use…
34139
bookknhp
Enables AI to view and manage e-commerce data such as products, orders, and cou…
N/A N/A
34140
MohGanji
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
34141
clawmem-ai
An MCP server that leverages a GitHub-compatible API as a durable memory store …
N/A N/A
34142
fastmcp-me
mcp-acp Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
34143
fukayatti
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
N/A N/A
34144
mainwp
Enables AI assistants to manage WordPress networks through a MainWP Dashboard, …
N/A N/A
34145
knowledge-bridge-labs
Serves local Markdown wikis as a read-only knowledge source with MCP tools for …
N/A N/A
34146
fungiboletus
MCP Café Claim
Simulates technical discussions with various agent profiles to help solve engin…
N/A N/A
34147
ViperJuice
PMCP Claim
A single MCP server gateway that reduces context bloat by providing progressive…
34148
universal-mcp
Provides a standardized interface for interacting with Google-Sheet's tools and…
34149
pipeworx-io
Enables querying Merriam-Webster's Collegiate Dictionary and thesaurus via natu…
34150
lalithdabilpuram01
An MCP server for HR management that enables adding employees, managing tickets…
N/A N/A
Showing 34101–34150 of 67181 servers
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