MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50151
Mr-Tomahawk
An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.
N/A N/A
50152
Cam10001110101
Enables AI agents to automate web browsers using local Ollama models via the Mo…
N/A N/A
50153
uoparaji
A Model Context Protocol server that connects AI assistants to Salesforce orgs,…
N/A N/A
50154
shinerio
Exposes LLM Wiki desktop capabilities via Streamable HTTP transport for MCP cli…
50155
telota
bbaw-dse-mcp Claim
Enables natural-language querying of multiple digital scholarly editions, aggre…
50156
kkaminsk
Enables AI agents to interact with Google NotebookLM through browser automation…
N/A N/A
50157
nikolanovoselec
A secure remote MCP server that integrates Microsoft 365 services with AI assis…
N/A N/A
50158
swwayam
Weather Pro Claim
A production-grade MCP server that provides real-time weather data and demonstr…
50159
glassflow
Model Context Protocol server for managing and diagnosing GlassFlow streaming p…
50160
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
50161
jarrettmeyer
redactor-mcp Claim
Wraps AWS Comprehend for PII detection and redaction, allowing users to upload …
N/A N/A
50162
naylalabs-org
tani Claim
tani (谷, "valley") is an agent-native hub. AI agents discover capabilities in a…
N/A N/A
50163
Symbia-Labs
MCP Mesh Claim
Decentralized peer-to-peer federation for MCP servers, enabling a single client…
50164
rodrigta
IBKR MCP Claim
MCP server for Interactive Brokers via IB Gateway, enabling read access to acco…
N/A N/A
50165
pipeworx-io
Provides keyless lyrics lookup for songs by artist and title, with a suggest to…
50166
sondt2709
SSH MCP Claim
SSH MCP is a Model Context Protocol tool for managing and interacting with mult…
N/A N/A
50167
luke-nielsen
Captures DNS queries leaving your Mac and serves them to Claude via MCP for tra…
N/A N/A
50168
hjxxlogic
An MCP server for reading and querying FSDB waveform files, enabling AI assista…
N/A N/A
50169
okx
Enables on-chain operations including token search, market data, wallet managem…
50170
stephenfeather
MCP server that exposes OPC memory scripts as tools for Claude Code and Claude …
N/A N/A
50171
heath0xFF
Jeltz Claim
Connects AI assistants to physical devices via MCP, enabling LLMs to reason abo…
N/A N/A
50172
saravanadas
Enables read-only SQL queries and CSV exports to the Bolthouse_Ag_AI database v…
50173
leonvanzyl
A simple MCP server for managing todo items with SQLite database storage, suppo…
N/A N/A
50174
lesonky
Enables interaction with Google Maps API for geocoding, place search, direction…
50175
az-coder-123
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
50176
nianshou555qiansui
A privacy-conscious MCP server that enables image analysis via Google Gemini wi…
N/A N/A
50177
CT4nk3r
arrstack-mcp Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
50178
shashicandev
gingr-mcp Claim
Read-only MCP server for Gingr pet-care facility data, enabling queries about o…
50179
zoltanpetrik
Duma Claim
Enables AI agents to ask questions to users asynchronously via a local macOS ap…
N/A N/A
50180
744649181
Enables research paper search and download, Zotero library management, and know…
N/A N/A
50181
LofiFren
Connects Ableton Live to AI through MCP, enabling prompt-assisted music product…
N/A N/A
50182
toller892
Provides 23 production-tested tools for mobile app intelligence, including app …
50183
borod108
Gives Claude Code full control over tmux sessions, windows, and panes, with an …
N/A N/A
50184
liushoukai
A Model Context Protocol (MCP) server implemented in Rust, providing utility to…
50185
ishaanjain0205
Enables comprehensive analysis of the Ceph codebase via local repository tools …
50186
peterparker57
Enables instant file searches on Windows using Everything's native SDK, support…
N/A N/A
50187
aabhisrv
Spiderbrain Claim
Deterministic context layer for your codebase: change impact, blast radius, ans…
50188
Kevin9703
Read-only MCP server that scans Docker Compose, Cloudflare Tunnel, and .env fil…
N/A N/A
50189
akrowczyk
Enables AI assistants to control and monitor Tesla vehicles via natural languag…
50190
pradeepsriram
Model Context Protocol (MCP) server for E*TRADE API, enabling LLMs like Claude …
50191
dcol3
Live Excel MCP server for macOS that interacts with running Excel instances in …
N/A N/A
50192
soundstear
sdadasads Claim
N/A N/A 95
50193
fsaito-github
Enables AI assistants to interact with Azure DevOps projects through natural la…
N/A N/A
50194
OscarGalloGarcia
Enables interaction with SAP Business One via Service Layer REST API to retriev…
50195
omardeiri-cell
A private MCP server that lets Claude generate images using Google Gemini/Image…
50196
moekatib
Integrates with the Pica API platform to enable seamless interaction with vario…
50197
thierryvm
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
50198
TadFuji
Kirok Claim
Provides persistent, searchable memory for AI agents, enabling them to retain, …
N/A N/A
50199
sanity-labs
mcp-see Claim
An MCP server that gives AI agents the ability to observe and understand images…
N/A N/A
50200
trickyfalcon
An MCP server for Microsoft Defender Advanced Hunting that enables AI assistant…
Showing 50151–50200 of 66502 servers