MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61201
inlineapps
A one-way MCP channel that forwards Slack events (messages and reactions) into …
N/A N/A
61202
ChenyqThu
An MCP server enabling LLMs to access WeChat Reading bookshelf, notes, highligh…
61203
samrathp29
Enables Claude to screen studies in Covidence by reading the live page and cast…
N/A N/A
61204
asd-noor
A high-performance MCP server providing long-term memory storage with semantic …
N/A N/A
61205
JorgeHI
Provides context about Toon Boom Harmony and its scripting API, enabling AI ass…
N/A N/A
61206
m-HLPR
An unofficial MCP server that integrates Freelo project management with AI assi…
61207
chanrute
Enables uploading files to MinIO (S3 compatible) via MCP tools. Supports Base64…
61208
badchars
Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft…
61209
yunwanshu
Enables AI agents to interact with Goofish (闲鱼) marketplace, supporting product…
N/A N/A
61210
claudiomedina17
Provides phenotype-aware cardiovascular triage tools including FHIR R5 case ret…
61211
Jasekeee
shelby-mcp Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
61212
mastyf-ai
mastyf-ai Claim
Perimeter security for your AI Infrastructure.
61213
Sungsanmerrygoround
subway-mcp Claim
실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.
N/A N/A
61214
apajon
mempalace Claim
Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a …
N/A N/A
61215
sandeepnmenon
bazel-mcp Claim
Integrates Bazel build system with AI assistants via the Model Context Protocol…
N/A N/A
61216
saagpatel
A Model Context Protocol server that enables AI agents to query Saagar Patel's …
61217
Giorgiofox
booklore-MCP Claim
An MCP server for BookLore that lets any MCP-compatible assistant talk to your …
61218
einiba
Confidence-scored domain availability checking with real-time DNS + WHOIS looku…
61219
docnova-ai
docnova-mcp Claim
MCP server for e-invoice platforms. Enables natural language querying of invoic…
61220
palaneelam
An MCP server that enables browser-based QA testing of web applications using P…
N/A N/A
61221
halitartuc
Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
N/A N/A
61222
x746b
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
N/A N/A
61223
Magnifico4625
Locus Claim
Local persistent memory for AI coding tools. Stores project context and convers…
N/A N/A
61224
yalcin
ta-lib-mcp Claim
Read-only Python MCP server for TA-Lib indicator discovery and computation.
N/A N/A
61225
rodcar
PNDA-MCP Claim
Enables AI agents to search and retrieve metadata and data files from Peru's Na…
61226
ajmalaksar25
gsc-mcp Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
N/A N/A
61227
rmstxrx
Maestro MCP Claim
Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with un…
N/A N/A
61228
chemrich
MCPymol Claim
A Model Context Protocol server that lets you drive PyMOL with natural language…
N/A N/A
61229
roguedev-ai
Enables AI agents to manage and interact with Kasm Workspaces containerized des…
61230
baronsilver
An MCP server that exposes the Symbols/DOMQL v3 AI assistant capabilities to an…
61231
sanjibani
Campspot MCP Claim
Enables AI agents to query and manage campground reservations, sites, and rate …
61232
LPX55
qwen Claim
N/A N/A 95
61233
ProductionLineHQ
Cortex Claim
Persistent memory MCP server for Claude Code that captures and recalls project …
N/A N/A
61234
fadlee
Enables secure, runtime-authenticated MySQL database querying and mutation thro…
81
61235
madaoQ
Provides cloud browser automation capabilities for AI agents, including creatin…
61236
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
N/A N/A
61237
ma-serra
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
61238
Kforward
Read-only MCP server that converts Lanhu project/design links into design conte…
N/A N/A
61239
PlumyCat
An MCP server that gives Claude persistent memory by storing conversation conte…
61240
xuio
ltspice-mcp Claim
MCP server for automating LTspice on macOS, enabling simulation, schematic gene…
N/A N/A
61241
mclarkson
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
61242
QianJue-CN
Enables AI assistants to manage Obsidian vaults via the local REST API, support…
N/A N/A
61243
Jinzo03
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
N/A N/A
61244
Asad-hashmi
Enables AI clients (Cursor, Claude Desktop) to manage Redmine issues, projects,…
61245
matematicsolutions
se-eli-mcp Claim
Enables AI agents to search and retrieve consolidated Swedish statutes (SFS) fr…
61246
stanislav-milchev
Enables web scraping with JavaScript disabled and network request monitoring, u…
N/A N/A
61247
ssasuoirafen
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
61248
dynstat
Connects IDE to Figma Desktop App, enabling AI assistants to generate and manip…
N/A N/A 95
61249
KovaMind
Enables AI memory persistence and secure credential management via vault tools …
61250
ezesubu
Enables AI clients like Claude Code, Cursor, or VS Code to drive the Unreal Edi…
N/A N/A
Showing 61201–61250 of 66475 servers