MCP Server Quality Scores

Independent quality analysis of 64210 public MCP servers

64210
Discovered
30392
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60601
FlowMCP
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
81
60602
davidmosiah
Delx Memory Claim
Local-first persistent memory MCP: shared SQLite key/value store, searchable, T…
N/A N/A
60603
TegroTON
Enables AI assistants to create payment links, invoices, and read order/balance…
60604
runapi-ai
mcp Claim
Unified AI model API for 130+ models across 18 providers. Browse models, check …
60605
ironxyz
ironxyz Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
60606
DVZak
kaiten-mcp Claim
MCP server for interacting with Kaiten project management through its REST API.…
60607
ElxMaj
marrow Claim
Enables coding agents to access structured product context (decisions, goals, e…
60608
Savi-04
Enables AI assistants to securely read and analyze local files such as CSV, JSO…
N/A N/A
60609
Gindhar2112
frida-mcp Claim
Automates Android app analysis using Frida via AI commands, connecting a rooted…
N/A N/A
60610
PostHog
A Model Context Protocol server that enables Claude Desktop users to interact d…
N/A N/A 95
60611
Mallikarjun-Roddannavar
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
N/A N/A
60612
Burserk84
Enables AI assistants to deploy and manage static websites on EdgeOne Pages via…
60613
pipeworx-io
mcp-isin Claim
Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Pa…
60614
afferens
mcp-server Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
N/A N/A
60615
netty-linux
Production MCP server for querying the official Meta Ad Library API to search a…
60616
pipeworx-io
mcp-gtin Claim
Provides GTIN barcode validation and check digit computation for EAN-13, UPC-A,…
60617
danielscholl-osdu
Enables AI assistants to interact with OSDU platform services including search,…
60618
AceDataCloud
OpenAIMCP Claim
A Model Context Protocol server for OpenAI API access via AceDataCloud, enablin…
60619
AceDataCloud
Enables structured content extraction and JavaScript rendering from URLs via th…
60620
Osmansiddiquer
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
N/A N/A
60621
davidfesteban
Provides MCP tools to read, search, create, append, and delete iCloud Notes by …
60622
ngocdd
proxmox-mcps Claim
Enables AI assistants to manage Proxmox VE infrastructure, including VMs, conta…
60623
blong-dev
The public record of local government: what your officials actually say and do,…
60624
mayank2012
A starter MCP server for Actionstep-style conveyancing automation, providing ex…
60625
Aminetwiti
mcpgrowcrm2 Claim
N/A N/A 95
60626
hkbu-kennycheng
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
N/A N/A
60627
a526800921
Wingman Claim
A wingman MCP server for Claude Code that provides auxiliary tools for file sum…
N/A N/A
60628
mattgotteiner
Local stdio MCP server that mirrors the public Gmail MCP server tool surface wh…
N/A N/A
60629
vickhunter
Creates a complete promotional campaign kit from a short brief using web resear…
60630
punt-labs
punt-quarry Claim
Enables local semantic search over documents (PDFs, code, etc.) using local emb…
60631
yutori-ai
Yutori MCP Claim
MCP server enabling web monitoring, deep research, and browser automation throu…
60632
junyuan-qi
Enables AI models to send messages to Lark users and manage calendar events (li…
N/A N/A
60633
bw493
LTspice MCP Claim
This MCP server enables agents to control LTspice on macOS for running simulati…
N/A N/A
60634
EESHAN-ANAND
An advanced calculator MCP server that provides a wide range of mathematical op…
60635
byrn-baker
Enhanced Nautobot 3.1.0 integration for NetClaw with GraphQL reads, REST writes…
60636
threadlinqs-cmd
Unifies 7,283+ detection rules from Sigma, Splunk ESCU, Elastic, and KQL into a…
N/A N/A
60637
LevDomasnih
coordinaut Claim
Coordinates parallel AI coding agents by providing task ownership, scoped file …
60638
meetv123
Enables Claude to query Empower/Personal Capital financial accounts, net worth,…
N/A N/A
60639
sjgant80-hub
MCP server for foldkit that exposes 10 tools and 4 resources for 7-prime spine,…
N/A N/A
60640
dev-montyoh
vikunja-mcp Claim
Enables to interact with Vikunja task management through its REST API, supporti…
60641
MohGanji
Enables AI agents to build and interact with mind maps on mindmap.io. Agents ca…
60642
fdbadmin
Enables AI assistants to control Philips Hue smart lighting systems using natur…
N/A N/A
60643
antonio-mello-ai
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
60644
spp417833515
Cross-platform remote debugging agent with MCP support for launching processes,…
60645
lycheejello
acu-mcp Claim
Enables read-only analytics queries on Acumatica ERP data, including sales orde…
N/A N/A
60646
jupyter-ai-contrib
A configurable MCP server extension for Jupyter Server that enables dynamic reg…
N/A N/A
60647
mattcoatsworth
A comprehensive MCP server for interacting with the Klaviyo API, providing tool…
N/A N/A
60648
itsstoyan
AgentHub Claim
A local MCP server that orchestrates multi-agent coding teams by spawning worke…
N/A N/A
60649
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
60650
jsiksn
Mnemosure Claim
A source-grounded memory layer for AI agents that stores, links, and recalls fa…
Showing 60601–60650 of 64210 servers