MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51851
cphoskins
gptzero-mcp Claim
Enables AI content detection with sentence-level and paragraph-level AI probabi…
51852
leviethung2103
Exposes a FastMCP server that proxies to an existing LightRAG Server API, enabl…
51853
Decilion
gho-mcp Claim
A Model Context Protocol (MCP) server that gives AI assistants direct access to…
51854
Rckl88
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A 95
51855
pedrogrigs
Run the open-source n8n-mcp locally and connect your n8n instance to MCP-compat…
N/A N/A
51856
idealinvestse
Exposes authenticated shell tools for remote command execution and task managem…
N/A N/A
51857
redesignhealth
Provides natural language control over Google Workspace services (Calendar, Dri…
N/A N/A
51858
hkopenai
Enables users to retrieve Hong Kong government security incident reports from t…
51859
aronroyca
zoom-mcp Claim
Provides AI agents with structured access to Zoom recorded meetings, enabling s…
N/A N/A
51860
tvtdev94
clvoice-mcp Claim
Voice input for Claude Code — speak Vietnamese or English; hold a hotkey, speak…
N/A N/A
51861
kennyR859
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
81
51862
lawriec
Provides video manipulation via ffmpeg (frame extraction, format conversion, tr…
N/A N/A
51863
C0d1g0v3c
obsidian-mcp Claim
MCP server that provides read and write access to an Obsidian vault by interact…
N/A N/A
51864
gotza02
Enables dynamic and reflective problem-solving through a structured thinking pr…
N/A N/A
51865
sigee-min
outline-mcp Claim
Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…
51866
aliomraniH
An MCP server that provides a shared memory layer for Claude across claude.ai, …
51867
OptLTD
An MCP server for sending and receiving emails via IMAP/SMTP, with support for …
51868
CSOAI-ORG
Voice Audio MCP server. Tools: text to speech, list voices, transcribe. Built b…
N/A N/A
51869
ZaynJarvis
disk Claim
Disk is a personal cloud storage on Cloudflare with an MCP server enabling agen…
51870
aayoawoyemi
ori-memory Claim
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and …
N/A N/A 95
51871
abhinavg6
A local-first MCP server that enables AI agents to query the Sui blockchain usi…
51872
mosse
Enables querying 10,000 years of historical social-complexity data from the Ses…
51873
NinadRao0707
Charon Claim
Self-hostable control plane for managing the full lifecycle of non-human identi…
51874
zhu1090093659
deepseek-pp Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
N/A N/A
51875
Pautthead
Read-only X/Twitter research MCP server allowing AI assistants to search viral …
51876
VibeKit-Bot
VibeKit MCP Claim
MCP server for VibeKit — build, deploy, and manage hosted apps and chat with ea…
51877
webhook-co
webhook.co Claim
Receive, inspect, replay and deliver webhooks — with signature verification and…
51878
r-uben
Enables searching, extracting, and analyzing over 2.4 million arXiv papers, wit…
N/A N/A
51879
pslkk
Industry-grade MCP gateway for OpenClaw environments with three core capabiliti…
51880
universal-mcp
Provides a standardized MCP interface for interacting with Twitter's tools and …
51881
NobuoTsukamoto
A local STDIO server that exposes Redmine REST API as MCP tools, allowing MCP c…
N/A N/A
51882
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
51883
Johnsonxd4
mcp-logseq Claim
Python stdio MCP server that interfaces with the Logseq local HTTP API, enablin…
N/A N/A
51884
willwade
AAC-MCP Claim
A TypeScript template for creating Model Context Protocol servers with stdio an…
N/A N/A
51885
gowtham-vimalan
An MCP server that provides Fantasy Premier League advice, including transfer s…
51886
julianken
Provides tools to search and retrieve US federal and state legislative data, in…
51887
kirha-ai
Kirha Crypto Claim
Connect your LLM to real-time crypto data. Track Ethereum wallet portfolios and…
N/A N/A 95
51888
parthshr370
Provides long-term memory capabilities for MCP clients by wrapping the Mem0 API…
81
51889
kubeflow
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
51890
praveenmenon76
A modular server for managing and registering tools, enabling extensible functi…
N/A N/A
51891
scoutos-labs
Enables AI agents to interact with Scout Live platform capabilities through sta…
51892
liyongshun
flow-mcp Claim
A minimal MCP server that provides business control primitives (finish, pause, …
N/A N/A
51893
handcraftedbits
Enables fetching web pages via Jina Reader API, returning Markdown or JSON, wit…
51894
beastkp
Enables natural language queries on technical specifications and automated code…
N/A N/A
51895
Kishotta
Connects Claude to the campaign's LegendKeeper wiki, allowing interaction with …
51896
JyotishKumarr
Super-MCP Claim
Dynamically generates MCP tools from any OData or OpenAPI spec, enabling natura…
51897
conorwd
Enables searching for Beatport artists by name, returning structured data like …
51898
rafalr100
Monitor and manage a Synology DSM 7 NAS from any MCP client — and build live da…
N/A N/A
51899
yangsong7
Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO …
N/A N/A
51900
manutout
allema Claim
N/A N/A 95
Showing 51851–51900 of 66502 servers