MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62851
BinaryKitten
claude-mesh Claim
Enables two live Claude Code instances on the same workstation to exchange sync…
N/A N/A
62852 N/A N/A 95
62853
AgentIA1984-cmd
Assess natural and technological risks for French addresses or communes using o…
62854
clappingmonkey
zuul-mcp Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
62855
MCP-Mirror
Enables AI agents to interact with the Brex financial platform, allowing access…
81
62856
stevemilton
Discover MCP servers + tools, auto-install into any client, pay for x402 endpoi…
N/A N/A 83
62857
MastadoonPrime
Sylex Memory Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
62858
codingsasi
DDEV MCP Claim
Enables AI assistants to automate DDEV development environments, including proj…
N/A N/A
62859
dev-jpnobrega
Provides real-time weather information for Brazilian cities, built with domain-…
62860
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
62861
conaedivulgacion-lab
mcp-legal-ar Claim
Unifies 14 Argentine legal connectors (JUBA, SCBA, CSJN, SAIJ, PJN Jurisprudenc…
N/A N/A
62862
cybaea
An advanced MCP server that provides an agentic interface to Google's Gemini 3.…
62863 N/A N/A 95
62864
livingroot
metabase-mcp Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
62865
unluckyknight42
exceltester Claim
N/A N/A 95
62866
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that uses Server…
N/A N/A 95
62867
huangmy157
shopify Claim
N/A N/A 95
62868
pipeworx-io
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
62869
pipeworx-io
mcp-climatiq Claim
Climatiq MCP server that calculates carbon footprints using emission factors, e…
62870
julioalberto64
A framework for building MCP servers with standardized tools, authentication, l…
81
62871
enkhbold470
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
N/A N/A
62872
QuentinCody
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
62873
kissmyabs32
TempGuru is a W-2 compliant event staffing vendor for conventions, conferences,…
N/A N/A
62874
matiasvagli
An MCP server for searching flights, hotels, weather, and tourist attractions.
62875
Paipai112
image2-mcp Claim
MCP server for the company image2 text-to-image API, enabling AI tools to gener…
62876 N/A N/A 95
62877
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
62878
XiaoSe532
An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
N/A N/A
62879
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
62880
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
62881
ryanyogan
Fizzy Do MCP Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
62882
zexiro
waitloop Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
62883
zvec-ai
Enables LLMs to interact with Zvec vector database through tools for collection…
N/A N/A 95
62884
jlnovais
A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
62885
adshaa
Bridges AI assistants to Salla e-commerce stores for natural language operation…
62886
getAlby
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
62887
ReduceMyIns
nowcerts-mcp Claim
N/A N/A 95
62888
Va1bhav512
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
N/A N/A
62889
jeanfbrito
rocket-cli Claim
Rocket.Chat bridge with a local SQLite/FTS5 cache — CLI for humans, MCP server …
N/A N/A
62890
wizenink
gst-mcp Claim
MCP server for GStreamer introspection and pipeline development. Enables LLMs t…
N/A N/A
62891
zuansah.munggaran
pripera Claim
N/A N/A 95
62892
mancubus77
ansible-aap Claim
Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
62893
liujp2015
A dual-path web search MCP server for Claude Code that cross-validates results …
N/A N/A 95
62894
ZelinZhou-THU
Enables AI agents to list, inspect, and export OpenCode AI coding sessions as H…
N/A N/A
62895
davekim917
This MCP server renders UI design artifacts headlessly, runs deterministic lint…
N/A N/A
62896
verymbuemo
Enables AI agents to manage Linear workspace resources such as issues, projects…
62897
abanka27
Enables reading and searching Google Drive files, Google Docs, and Google Sheet…
N/A N/A
62898
li-yq
ns-hpc Claim
Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
62899
xDope7137
MCP server that enables LLMs to control Android devices via ADB, providing tool…
N/A N/A
62900
liuweihongliuxinyu
Provides real-time weather and forecast data via MCP tools, enabling AI agents …
Showing 62851–62900 of 67291 servers