MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48101
alainrc2005
Persistent semantic memory MCP server for AI agents with hybrid search, LLM sco…
N/A N/A
48102
channel3-ai
Let your agent discovery any product on the internet. Earn commissions when you…
N/A N/A 95
48103
andhit-r
wikijs-mcp Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
48104
vijaypranesh
Autonomous AI agent for Kubernetes triage and infrastructure management using n…
N/A N/A
48105
vinit-devops
Enables interaction with Sumo Logic's REST APIs through MCP, allowing log searc…
N/A N/A
48106
ysthink
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
N/A N/A
48107
manassankhla
A minimal Next.js application demonstrating how to build an OpenAI Apps SDK com…
48108
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
48109
xiispace
zhipu-mcp Claim
Enables web search for large language models using Zhipu AI's Web Search API, s…
48110
karavaev-evgeniy
Model Context Protocol (MCP) server for Node-RED — allows language models (like…
48111
kuklaph
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
48112
memorise8
Enables searching corporate disclosures from Korea's DART system, including com…
48113
karthikeyGoli
signalforge Claim
Local-first MCP server that analyzes and compiles prompts for multiple LLM clie…
N/A N/A
48114
okapi-ca
A Model Context Protocol server for Microsoft 365 administration using Graph AP…
48115
postalform
MCP server that lets AI agents create reviewable physical mail drafts, validate…
48116
shannonbay
Conductor Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
N/A N/A
48117
sujalg4888
Enables searching and asking questions over your PDF documents using a Pinecone…
48118
dannyg-sys
Enables AI assistants to manage Odoo development environments by providing tool…
N/A N/A
48119
3viky
MCP Opener Claim
Enables opening files, folders, and URLs across different operating systems wit…
N/A N/A 95
48120
Derron-Knox
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
48121
Mofesto
MCP server for Fubon Securities, providing comprehensive Taiwan stock trading a…
N/A N/A
48122
midasflowai-lab
MidasFlow Flow API - Cross-exchange order flow, whale detection, liquidations, …
48123
paean-ai
DEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and…
N/A N/A
48124
RemseyMailjard
Demonstrates how to expose approved internal banking tools to AI assistants via…
N/A N/A
48125
mercy719
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
N/A N/A
48126
oisee
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
48127
zhiyue
An MCP server for downloading and reading MGX thinking logs, enabling AI agents…
48128
strvmarv
total-recall Claim
Persistent, cross-tool memory for AI coding assistants, enabling context retent…
48129
gtkcyber
This MCP server compacts prompts to save on token usage.
N/A N/A
48130
anarcoiris
nina-mcp Claim
Enables AI agents to control N.I.N.A. astronomy software remotely, including mo…
N/A N/A
48131
dazaffino
MCP server that exposes read-only YubiKey management tools (info, FIDO2, PIV, O…
N/A N/A
48132
watahani
A unified MCP server that enables management of Authlete services and clients, …
48133
cyanheads
Search and fetch Wikidata entities, execute SPARQL queries, and resolve externa…
48134
alleneee
MCP server for controlling Xiaomi/Mi Home smart devices via natural language, s…
48135
Webxspark
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
48136
Teatechnologies
Deploy an MCP server on Cloudflare Workers without authentication, enabling rem…
48137
murali-ftw
SurveyMCP Claim
Processes PDF emails from Gmail, generates structured surveys using Gemini, and…
48138
ignytehq
plunk-mcp Claim
A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
48139
xnetcat
rs232-mcp Claim
Enables AI assistants to interact with Cisco routers and switches over serial c…
N/A N/A
48140
CobraChickenAI
ideahub_mcp Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
N/A N/A
48141
LePomas
Exposes personal Garmin Connect data to MCP-capable clients like Claude and Gem…
48142
Kolsetu-Opensource
Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible…
48143
stablecoinxyz
A Model Context Protocol server that provides a secure wrapper around the Brale…
N/A N/A
48144
Tijl-B
Enables communication with users through Telegram, including asking questions, …
48145
timncox
An MCP server for managing DNS records and domains via the Namecheap API. Works…
N/A N/A
48146
MuhammadAliShahzad
regex-mcp Claim
Enables testing, explaining, debugging, and generating regular expressions dire…
N/A N/A
48147
tushariitr-19
patents-mcp Claim
MCP server for patent search and prior art discovery powered by Google Patents …
48148
karthik-couchbase
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
N/A N/A
48149
jaewoongy
Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watch…
48150
pipeworx-io
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
Showing 48101–48150 of 67226 servers
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