MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57301
CarlDog
Persistent memory database for LLM agents with hybrid semantic and keyword sear…
N/A N/A
57302
runapi-ai
seedream-mcp Claim
Enables creating, polling, and checking pricing for Seedream image generation t…
57303
ninjackster
A dependency-free MCP server that reads Reddit through its RSS feeds, enabling …
57304
SMABoundless
Enables searching WorldCat's library catalog for bibliographic records, edition…
57305
pipeworx-io
Enables checking URLs against the PhishTank phishing database to identify malic…
57306
borysttk
auth-vault Claim
MCP server for secure credential management, browser-based login automation, an…
N/A N/A
57307
itk-dev
Enables visual browser feedback collection directly into Claude Code. Users can…
N/A N/A
57308
mrallanodreman
Bot to amplify crisis information in Venezuela by tweeting predefined templates…
N/A N/A
57309
greddy7574
Enables natural language interaction with Taiga project management systems, all…
57310
han0420
A Model Context Protocol server that provides development standards and best pr…
N/A N/A
57311
angeliaz
Unified financial data access for US, A-share, HK stocks, and FX rates with aut…
N/A N/A
57312
Jiashuz123
Enables Codex to delegate decision-making to an OpenAI reviewer for structured …
57313
hesreallyhim
A minimal MCP test server for validating initial client/server setup, offering …
N/A N/A
57314
yjhann33-design
Enables LLM agents to access Korean stock market data including DART disclosure…
57315
nacho4d
Provides DuckDuckGo web search and site fetching tools for Claude Desktop, enab…
57316
dm7500
A self-hosted MCP server that provides read/write access to a Seafile library, …
57317
DanilaFe
Enables AI assistants to work with Chapel code, including compiling, linting, a…
N/A N/A
57318
ignaciotachini
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
N/A N/A
57319
MarceloEmmerich
Model Context Protocol server for the mite time tracking API, enabling time ent…
57320
D1DX
Enables AI assistants to interact with Bubble.io applications through the Data …
N/A N/A
57321
maxiomus
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
57322
intruder-io
test Claim
N/A N/A 95
57323
EgorKurito
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
N/A N/A
57324
keotheodangcha548
sei-mcp Claim
N/A N/A 95
57325
phil-cheesman
mcp-odbc Claim
A Python MCP server that connects to any ODBC data source and exposes schema di…
N/A N/A
57326
houtini-ai
Analyses your published writing from a sitemap, extracts a corpus, and generate…
N/A N/A
57327 N/A N/A 95
57328
argneshu
Provides Appium mobile automation capabilities to Claude and other MCP-compatib…
N/A N/A
57329
halilertekin
Provides AI agents with professional-grade SEO capabilities including on-page a…
57330
AiAgentKarl
Stores and retrieves key-value memories with metadata and namespaces for AI age…
N/A N/A
57331
mmamodelai
GovGreed MCP Claim
Integrates GovGreed's congressional-trading intelligence API, giving Claude nat…
57332
VitexSoftware
Comprehensive MCP server for Mastodon integration, enabling AI assistants to re…
57333
Mokecy
Multi-instance parallel browser MCP server that manages multiple isolated brows…
N/A N/A
57334
moinsen-dev
A comprehensive MCP server for checking package versions and rating package qua…
57335
bsmi021
Enables persistent memory management using ChromaDB vector store, with Docker s…
57336
S1LV3RJ1NX
A demo MCP server with streamable HTTP transport and auto tool registry, enabli…
57337
Prathmeshkunturwar
Provides real-time, version-pinned documentation from 57+ AI/ML libraries to LL…
57338
emil28092005
Imagen Claim
MCP server for generating pixel-art sprites with transparent backgrounds using …
N/A N/A
57339
rcrsr
Provides token-efficient access to team policies and standards by allowing suba…
N/A N/A
57340
tindevelopers
Enables AI agents to interact with Skulabs inventory management system through …
81
57341
JeddowesF
MCP server for Obsidian vaults, optimised for Cursor agents — safe note editing…
N/A N/A
57342
charlysotelo
Enables AI assistants to control Roku TVs on the local network via natural lang…
N/A N/A
57343
pipeworx-io
space-feeds Claim
Enables AI agents to access curated space and spaceflight RSS/Atom feeds via to…
57344
DressPD
crypto_mcp Claim
Provides cryptocurrency market data (prices, symbols) and a gated demo trading …
N/A N/A
57345
nicolefreeman
strava-mcp Claim
Exposes your Strava data to Claude, enabling training load analysis, activity c…
57346
nextframedev
Inspect and remove EXIF metadata locally through MCP tools. Supports reading EX…
57347
closermethod
Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection…
57348
Sufian73
Generate random numbers and recall the last one to test stateful workflows. Acc…
N/A N/A 95
57349
Chiehyii
MCP server providing a searchable security knowledge base for AI coding assista…
N/A N/A
57350
thicapistrano
Enables fetching Pull Request diffs from GitHub and posting inline review comme…
Showing 57301–57350 of 66495 servers