MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35051
swoofer
Prevents AI coding agents from conflicting by coordinating file claims and reso…
35052
pipeworx-io
Provides global maritime trade and chokepoint signals from IMF PortWatch, free …
35053
H234598
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
N/A N/A
35054
nyang64
Provides tools for interacting with Databricks clusters, jobs, and workspace op…
N/A N/A
35055
sandboxstudiosoftware
Connects AI assistants to the Sandbox Studio API to manage AWS sandbox accounts…
35056
m2ai-mcp-servers
Loom Advisor Claim
Provides tools to list, retrieve, edit, and merge Loom screen recordings.
35057
SiwuXue
ziwei-mcp Claim
A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates a…
N/A N/A
35058
johnsarie27
joplin-mcp Claim
A minimal MCP server that enables interaction with Joplin notes and notebooks t…
N/A N/A
35059
blumaa
ds-mcp-sync Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
N/A N/A
35060
pogorelov-labs
Drive a Flipper Zero wirelessly over Bluetooth LE from Claude.
N/A N/A
35061
rickicode
Exposes Steel Browser automation over HTTP, providing MCP clients with tools fo…
N/A N/A
35062
RivkiRotenberg
Enables fetching current weather forecast for cities in Israel by scraping weat…
N/A N/A
35063
rajfazulhussain2008
Enables LLMs to accurately navigate and retrieve information from complex docum…
N/A N/A
35064
Anakior
atlas-mind Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
35065 N/A N/A 95
35066
berntpopp
genefoundry Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
35067
ugurhangul
Integrates with JetBrains YouTrack to enable issue tracking, project management…
35068
vaibhavpandeyvpz
jiraxmcp Claim
An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
35069
asyncDefi
A Python MCP server for indexing projects using embeddings, providing semantic …
N/A N/A
35070
tycket033-tech
A PDF debugging MCP server that inspects low-level PDF structure, including ind…
N/A N/A
35071
astandrik
Local YDB MCP is a TypeScript stdio MCP server for operating Docker-based local…
N/A N/A
35072
madtank
Exposes Amazon Nova Act browser-automation tools via the Model Context Protocol…
35073
vorionsys
MCP server for AI-agent governance using trust scoring, behavioral signals, and…
N/A N/A
35074
sebastiankehle
Enables AI agents to create and configure product mockups on ultramock.io using…
35075
stabgan
mcp-icd10 Claim
Offline MCP server for ICD medical code lookup, search, and crosswalk translati…
N/A N/A
35076
vanisoul
Enables AI-driven interaction with Rundeck via CLI for managing jobs, execution…
N/A N/A
35077
kascoded
A production-grade Notion MCP server with full CRUD, search, and schema validat…
35078
k186
proxypin-mcp Claim
Enables AI to analyze real-time HTTP(S) traffic captured by ProxyPin, with tool…
N/A N/A
35079
woolkingx
Turns ArangoDB into a schema-driven MCP server for agents, enabling search-desc…
35080
Rohan797217
AI-powered LinkedIn automation server for content generation, profile/company d…
35081
shemreader
Enables AI agents to search, explore data lineage, understand business context,…
35082
harunme
Enables managing GitHub starred repositories with semantic search and RAG-based…
N/A N/A
35083
bzetu
Unified MCP server for Chinese stock market data that batches multiple data req…
35084
temurkhan13
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
N/A N/A
35085
pliablepixels
A Gmail MCP server that enables Claude to send, search, and read emails using e…
35086
codinghaven
mrmarket.ai Claim
Analytical engine for US-listed equities: screens, rankings, and event studies …
35087
devbysatyam
MCP-MEmu Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
N/A N/A
35088
rohanmistry231
Claude-OS Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
N/A N/A
35089
ruthvik-947
A local MCP server that maintains and serves personal identity context to LLMs.
N/A N/A
35090
umachandra-30
MCP server for interacting with Google Calendar, enabling reading events from p…
35091
vitrine3d
mcp Claim
3D product viewer platform with a visual editor. Upload GLB models, style scene…
35092 N/A N/A 95
35093
NewJerseyStyle
Provides a Model Context Protocol interface to interact with the classic ELIZA …
N/A N/A
35094
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
81
35095
devsung94
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
81
35096
techexpert0119
vector-mcp Claim
Integrates RAG into AI agents via MCP Server, supporting multiple vector databa…
35097
adstastic
reflect-mcp Claim
Enables AI assistants to create notes, save links, append to daily notes, and m…
N/A N/A
35098
elara-labs
Index your codebase. AI searches instead of re-reading files. 94% token savings.
N/A N/A
35099
md-riaz
chatwoot-mcp Claim
Local Node/TypeScript MCP server for read-only Chatwoot analytics, providing to…
35100
JeronimoColon
Tidesman Claim
A free native MCP server for running and debugging Linux containers with Apple'…
N/A N/A
Showing 35051–35100 of 66549 servers
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