MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33701
dilshankavishka
MCP-Server Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
33702
juan-sibbo
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
33703
codeafix
Provides read/write file tools with lint validation to prevent agents from writ…
N/A N/A
33704
taraspiotr
frisco-mcp Claim
MCP server for Frisco.pl — lets Claude add groceries to your cart, search produ…
N/A N/A
33705
CarloDeStefano90
Enables Claude Code to interact with JIRA through natural language, supporting …
33706
topvisor
MCP server for desktop notifications over stdio
N/A N/A 95
33707
imastarboy97
zepp-mcp Claim
Connect your Amazfit / Zepp watch to Claude. Free and open-source.
33708
terrakernel
MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling progr…
33709
narumiruna
coindesk-mcp Claim
The MCP server that can read recent news from Coindesk.
81
33710
dearlordylord
obs-mcp Claim
Model Context Protocol server for OBS Studio
N/A N/A
33711
goosefly99
A local MCP server that records completed tasks to daily JSONL files and promot…
N/A N/A
33712
haidrau
Real-time Shopee competitor price monitoring, powered by AI agents through the …
33713
jkmills
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
33714
Karun9107
Enables querying local MySQL databases and managing Docker containers (listing,…
N/A N/A
33715
Sannnao
Enables AI-powered semantic search over React Hook Form documentation, allowing…
N/A N/A
33716
meir-may
LLMemory Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
33717
Diego-Costa-Tech
Remote MCP server to enrich company profiles with structured B2B data and confi…
33718
clauxel
Copilot connector permission audits with owner signoff receipts.
33719
JoshuaOliphant
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
N/A N/A
33720
andysolomon
MCP server that queues stories and feeds them to live Claude Code sessions, del…
N/A N/A
33721
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, 7 kappa-bands, and 6 fold operatio…
N/A N/A
33722
ertad-family
liquid Claim 2
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
67
33723
bgauryy
octocode Claim
MCP server for semantic code research and context generation on real-time using…
N/A N/A
33724
dynamicendpoints
# PSADT-MCP Server A Model Context Protocol (MCP) server that provides AI assi…
N/A N/A 95
33725
pipeworx-io
Enables AI agents to search and query Palm Beach County GIS open geospatial dat…
33726
BitingSnakes
pytorch-mcp Claim
A full-featured MCP server for PyTorch documentation workflows, providing tools…
33727
Sunwood-ai-labs
Enables Claude to generate speech from text and express it through a 3D VRM ava…
N/A N/A
33728
YonasValentin
Local-first memory for Claude Code and any MCP client: hybrid search + knowledg…
N/A N/A
33729
Johnny-Martinez
MCP server providing tools to verify task completion (tests pass and changes ma…
N/A N/A
33730
wuxiaoqiang12
MCP server that enables inspecting, controlling, and safely automating live ope…
N/A N/A
33731
andrew54068
line-cua-mcp Claim
A macOS MCP server for LINE that reads encrypted local database snapshots to fe…
N/A N/A
33732
sharpsir-group
A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data,…
33733
lwsinclair
Enables secure retrieval of credentials from 1Password vaults for use by AI age…
N/A N/A
33734
nyx-builds
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
N/A N/A
33735
allisonwhilden
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
N/A N/A 95
33736
tezaswiraj7222
Supercharge your AI assistant with seamless Jira integration. Enables AI assist…
33737
rad1092
A read-only MCP server generated by FirstCall that looks up public GitHub user …
33738
aenron
Enables document parsing via TextIn xParse API, supporting synchronous and asyn…
33739
Abhinav-ranish
Canvas MCP Claim
Enables interaction with Canvas LMS to access courses, modules, files, pages, a…
33740
chrischall
tock-mcp Claim
Enables restaurant discovery and availability checking on Tock via Claude, allo…
N/A N/A
33741
BusyBee3333
Complete Model Context Protocol server for Keap (formerly Infusionsoft) with 11…
33742
Linsugar
Enables authors to manage characters, chapters, world settings, and plot lines …
N/A N/A
33743
simonether
kwork-mcp Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
33744
lobehub
A minimal MCP server mock for testing, providing echo, debug, and greeting reso…
33745
methodify
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
33746
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations…
N/A N/A
33747
weichselbaum
A Model Context Protocol server for the Early time tracking API, enabling natur…
33748
TastyHeadphones
Fetches structured Jira issue context from a URL, enabling coding agents to qui…
33749
adamruehle
sportwizzard Claim
Real-time sports betting data: odds, player props, edges and arbitrage from 35+…
33750
wyattjoh
dokploy-mcp Claim
Wraps the Dokploy REST API to expose Dokploy operations as MCP tools for managi…
Showing 33701–33750 of 67181 servers
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