MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61301
animaios
MCP server that lets AI agents perform Google AI Mode searches using the user's…
N/A N/A
61302
hect0x7
JMComic AI Claim
MCP server enabling AI agents to search, download, and manage JMComic manga via…
61303
parkavenue9639
Bridges Codex to external CLI coding agents for read-only code analysis and det…
N/A N/A
61304
Augmented-Nature
Provides access to BioThings.io APIs for comprehensive gene and variant annotat…
61305
66maer
AutoFlow Claim
AutoFlow enables AI agents to automate Windows desktop tasks by visually recogn…
N/A N/A
61306
rishitudikeri3-rgb
Provides AI coding assistants with tools to run git status, recent commits, tes…
N/A N/A
61307
sqlew-io
sqlew Claim
Stores architectural decisions in a SQL database for persistent AI agent memory…
61308
sebastienlevert
Kiota MCP Claim
MCP server that exposes all Kiota CLI commands as MCP tools for API client gene…
N/A N/A
61309
fastmcp-me
Provides a user-defined list of llms.txt files and a fetch_docs tool to read do…
61310
Sergeantfirstclassvincetoxicumnegrum35
Read-only Model Context Protocol server for EverQuest Legends public sources, e…
61311
andreibesleaga
Enables AI assistants to interact with EV charging infrastructure through OCHP …
61312
start-trek
NiceGUI MCP Claim
NiceGUI MCP is a docs-first Model Context Protocol server for local NiceGUI dev…
N/A N/A
61313
fabricioartur
Enables AI assistants to translate Portuguese text into LIBRAS glosses and scri…
61314
krazke
Kodama MCP Claim
AST-aware code exploration MCP server for AI agents, optimized for token effici…
N/A N/A
61315
dtinth
Enables uploading PR screenshots to Cloudflare R2 via presigned URLs, allowing …
61316
pipeworx-io
mcp-sefaria Claim
Enables AI agents to access and query the Sefaria digital library of Jewish tex…
61317
Ruoth1111
An MCP server that provides tools, resources, and prompts for reading, writing,…
N/A N/A
61318
shishirreddyyk
An MCP server that exposes document retrieval as tools (semantic search and sou…
61319
devp1
autopedia Claim
Enables AI tools to maintain a personal knowledge wiki via MCP, allowing users …
N/A N/A
61320
AIBE13
Enables Claude to read and search WhatsApp messages, transcribe voice notes, an…
N/A N/A
61321
fabdendev
Ferret MCP Claim
An MCP server that extracts complete knowledge from any codebase — architecture…
N/A N/A
61322
nlapi
US equity data for AI agents — 23 years intraday + daily, SEC filings. x402 USD…
61323
DisSa12
Polyprompt Claim
An MCP server that translates your coding prompts from your native language int…
N/A N/A
61324
Juupeee
Enables AI models to read local images using NVIDIA vision models, supporting i…
N/A N/A
61325
Eilodon
Exposes 31 high-assurance agentic coding skills as MCP tools and resources, ena…
61326
fcdmoraes
Enables running SQL queries, exploring metadata, and interacting with Teradata …
61327
varun123936
Enables natural language management of blog posts and comments through a decoup…
61328
Heretek-RE
MCP server for writing Markdown report fragments to files with path safety and …
N/A N/A
61329
SDillon001
A local MCP server that indexes and searches your Claude Code conversation hist…
N/A N/A
61330
xiaohan815
A browser automation MCP server providing 30 tools for navigation, interaction,…
N/A N/A
61331
Weavy-AI
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
61332
Jing7ao
seedance-mcp Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
N/A N/A
61333
dlwjdtn535
Enables browser automation, including navigation, form filling, login with CAPT…
N/A N/A
61334
wty0512
An MCP server that provides tools for interacting with Git repositories, enabli…
N/A N/A
61335
mosandlt
Enables MCP clients to control Bosch Smart Home Cameras via natural language, i…
N/A N/A
61336
yuga-hashimoto
A local MCP bridge that lets ChatGPT control opencode sessions for code modific…
61337
Chaixueyuan
Agent-first MCP server for WeChat Mini Program debugging & automation via WeCha…
N/A N/A
61338
Langepas94
MCP server for Open-Meteo free weather APIs, offering 16 tools for forecast, hi…
N/A N/A
61339
fancyboi999
A Model Context Protocol server that downloads watermark-free videos from Douyi…
61340
lingochunk
Turns a coding agent into a language tutor grounded in your LingoChunk listenin…
61341
winterjung
Provides Korean spell checking and grammar correction via a single tool. It int…
61342
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
61343
Pritrj
A production-ready Model Context Protocol server built with FastAPI, featuring …
81
61344
sudohakan
infoset-mcp Claim
MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
61345
unsanction
Enables AI agents to browse, search, and trade on Polymarket prediction markets…
61346
boltstore
MCP server for Boltstore — exposes SQLite database operations as MCP tools for …
61347
Willbrownfield007
kickserv-mcp Claim
MCP server for Kickserv field service management that enables AI agents to read…
61348
HA2614
Provides project management capabilities through terminal, web UI, or MCP stdio…
N/A N/A
61349
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
N/A N/A
61350
CodeJonesW
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
N/A N/A
Showing 61301–61350 of 66475 servers