MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61901
Peter-Parker12
A local server that enables Claude or other MCP tools to manage WordPress posts…
61902
hellocrossmanwild
Turns a recruitment database into an AI-queryable pipeline, enabling natural la…
61903
zyx1121
agent-store Claim
Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP stre…
61904
vladilenm
Provides a read-only semantic layer over an Obsidian vault, enabling queries ab…
N/A N/A
61905
namekun
A multi-tool MCP server that summarizes YouTube transcripts, provides transcrip…
N/A N/A
61906
hlavacm
solocrawl Claim
Enables web search, scraping, and live package version lookup for local LLMs, w…
N/A N/A
61907
nano-step
lograft Claim
MCP server that transforms raw log query results into structured incident repor…
N/A N/A
61908
sandraschi
nuki-mcp Claim
MCP server for controlling Nuki Smart Locks via Home Assistant, enabling lock/u…
61909
dkeeno
Enables generating, validating, planning, and applying Terraform configurations…
N/A N/A
61910
abhishekmprovoke
Enables AI-powered mobile app testing and automation through Appium, using Azur…
81
61911
Techie03
trade-mcp Claim
An advanced MCP server for real-time worldwide stock market data, technical ind…
61912
deivit24
A learning project that wraps a FastAPI app with endpoints for random facts and…
61913
InfernalAzazel
为 AI 助手提供微博数据查询能力,支持搜索用户、获取动态、热搜榜等功能。
61914
samrasugu
MCP Server Claim
A TypeScript MCP server that evaluates MCP capabilities over RAG approaches, in…
61915
kongo97
Enables launching Claude Code in a specified project directory by opening a new…
N/A N/A
61916
rreinold
Fetches conversations from PostgreSQL and renders them as beautifully formatted…
61917
BinaryKitten
claude-mesh Claim
Enables two live Claude Code instances on the same workstation to exchange sync…
N/A N/A
61918 N/A N/A 95
61919
AgentIA1984-cmd
Assess natural and technological risks for French addresses or communes using o…
61920
clappingmonkey
zuul-mcp Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
61921
MCP-Mirror
Enables AI agents to interact with the Brex financial platform, allowing access…
81
61922
stevemilton
Discover MCP servers + tools, auto-install into any client, pay for x402 endpoi…
N/A N/A 83
61923
MastadoonPrime
Sylex Memory Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
61924
codingsasi
DDEV MCP Claim
Enables AI assistants to automate DDEV development environments, including proj…
N/A N/A
61925
dev-jpnobrega
Provides real-time weather information for Brazilian cities, built with domain-…
61926
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
61927
conaedivulgacion-lab
mcp-legal-ar Claim
Unifies 14 Argentine legal connectors (JUBA, SCBA, CSJN, SAIJ, PJN Jurisprudenc…
N/A N/A
61928
cybaea
An advanced MCP server that provides an agentic interface to Google's Gemini 3.…
61929 N/A N/A 95
61930
livingroot
metabase-mcp Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
61931
unluckyknight42
exceltester Claim
N/A N/A 95
61932
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that uses Server…
N/A N/A 95
61933
huangmy157
shopify Claim
N/A N/A 95
61934
pipeworx-io
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
61935
pipeworx-io
mcp-climatiq Claim
Climatiq MCP server that calculates carbon footprints using emission factors, e…
61936
julioalberto64
A framework for building MCP servers with standardized tools, authentication, l…
81
61937
enkhbold470
MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
N/A N/A
61938
QuentinCody
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
61939
kissmyabs32
TempGuru is a W-2 compliant event staffing vendor for conventions, conferences,…
N/A N/A
61940
matiasvagli
An MCP server for searching flights, hotels, weather, and tourist attractions.
61941
Paipai112
image2-mcp Claim
MCP server for the company image2 text-to-image API, enabling AI tools to gener…
61942 N/A N/A 95
61943
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
61944
XiaoSe532
An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
N/A N/A
61945
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
61946
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
61947
ryanyogan
Fizzy Do MCP Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
61948
zexiro
waitloop Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
61949
zvec-ai
Enables LLMs to interact with Zvec vector database through tools for collection…
N/A N/A 95
61950
jlnovais
A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
Showing 61901–61950 of 67291 servers