MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29524
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46001
albinjal
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
46002
marfago
Enables AI assistants to search, download, and access arXiv papers with local s…
N/A N/A
46003 N/A N/A 95
46004
connxio
Provides tools for managing Connxio integrations, code components, environment …
46005
OAuthBringer
Enables task, project, section, label, and comment management via Todoist's API…
46006
simplebytes-com
rdap-mcp Claim
Enables domain lookups using the RDAP protocol, returning structured registrati…
46007
dtannen
Enables AI agents to manage projects, epics, and tasks with atomic locking, rea…
N/A N/A
46008
roscoej
Enables AI agents to create shipments, track packages, get rates, validate addr…
46009
jojoprison
MCP server for downloading and processing audio from SoundCloud and other sourc…
46010
datafe
MCP server for MaxCompute, enabling table listing, schema inspection, partition…
46011
tlemmons
junto-memory Claim
A shared memory and coordination server for multiple AI coding agents, built on…
46012
wernerglinka
Provides tools for scaffolding, validating, and maintaining Metalsmith plugins …
46013
contact-wwl4
mapleflow Claim
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI throu…
81
46014
WilliamAvHolmberg
Enables managing KanbanFlow boards, tasks, and workflows directly from Cursor/C…
46015
suoyuan666
gdbmcp Claim
Exposes GDB operations over the Model Context Protocol, allowing management of …
46016
xukaaaa
Enables AI assistants to interact with Redmine for task management, time loggin…
46017
mohitbadwal
ringback Claim
Lets the LLM reach you on your phone: live, interruptible voice calls and tiere…
N/A N/A
46018
honeybadger-technologies
FinOpsGuard Claim
MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy…
46019
pipeworx-io
thegamesdb Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
46020
PiggyHurry
hunter-mcp Claim
An MCP server for querying the Qianxin Hunter network asset mapping platform, e…
46021
BU3NO77XL
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
N/A N/A
46022
malkreide
bag-epl-mcp Claim
Enables natural language queries about Swiss mandatory health insurance coverag…
46023
Rumblingb
Enables AI agents to search the web, find news, and read page content via DuckD…
46024
grxkun
An MCP server that gives LLMs read-only access to Microsoft Project Online (Pro…
N/A N/A
46025
Oreo-Tech
oci-mcp Claim
Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
46026
zueai
mcp-manager Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
81
46027
soil-dev
capsulemcp Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
46028
mkprevo
An MCP server for managing, editing, and running Stata .do files, integrating w…
N/A N/A
46029 81
46030
khanhs-234
mcp-web-calc Claim
Provides web search, URL fetching, summarization, math evaluation, and Wikipedi…
N/A N/A
46031
leegunwon9133
ttutori Claim
N/A N/A 95
46032
pipeworx-io
mcp-currents Claim
Wraps the Currents API to provide access to news articles and headlines through…
46033
lauechlo
Connects Claude to Spotify for music discovery, playlist creation, and collecti…
81
46034
teampromptpioneers
Enables generation of enterprise-grade software templates with built-in GDPR/Sw…
81
46035 N/A N/A 95
46036
7Majesty-M
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
N/A N/A
46037
aud1ence
MCP server that implements Karpathy's LLM Wiki pattern for Obsidian vaults, ena…
N/A N/A
46038
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
N/A N/A 95
46039
RosenAdvertising
MCP server providing full Smokeball API coverage for law firm practice manageme…
46040
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
46041
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
46042
khshanovskyi
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
46043
281287994w-art
Exposes iTick REST API as MCP tools, providing market data for stocks, crypto, …
46044
MadhanMohanReddy2301
Code Box Claim
A self-hosted MCP server providing stateful code execution (Python/JavaScript) …
46045
iFurySt
👾 Open Browser Use – Open-Source Alternative to Codex Browser Use
N/A N/A
46046
CyranoB
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
N/A N/A 95
46047 N/A N/A 95
46048
hughsibbele
Canvas Agent Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
46049
hoornet
Enables MCP clients to read, search, create, update, and share collaborative do…
46050
georgiisidorov
A Telegram integration for MCP-compatible clients, enabling account, chat, mess…
Showing 46001–46050 of 46053 servers