MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30392
Scored
2112
Verified
16953
Complete

Last updated 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61201
nemesiscodex
Pulse Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
N/A N/A
61202
stackblaze
Enables AI assistants to interact with OpenSearch clusters for searching indice…
61203
cdpath
MCP server that enables integration of the ChatGPT macOS app with MCP clients l…
N/A N/A
61204
mingtian6000
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
61205
ShacklesLay
飞书云文档 MCP Server,为 Claude Code 提供飞书文档的创建、读取、编辑能力,支持 OAuth 认证和 token 自动刷新。
N/A N/A
61206
wilsonbeam
MCP server for Android device automation via ADB, enabling screen control, phon…
N/A N/A
61207
theYahia
Wildberries Seller API MCP server providing 15 tools for managing products, pri…
61208
stackblaze
Enables SQL query execution on ClickHouse databases with per-request connection…
61209
Aditya-Khadye
Enables analysis of clinical trial protocols using MCP tools for document listi…
N/A N/A
61210
eren0315
nano-pdf-mcp Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
N/A N/A
61211
stackblaze
rabbitmq-mcp Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
61212
borgi-s
dfxm-geo-mcp Claim
MCP server for the dfxm-geo dark-field X-ray microscopy forward model
N/A N/A
61213
cyanheads
Search USPTO patent applications, PTAB trial proceedings, and petition decision…
N/A N/A
61214
duke-of-beans
KERNL MCP Claim
Transforms Claude into a persistent intelligence layer with automatic checkpoin…
N/A N/A
61215
junter1989k-ai
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
61216
zerotrust-labs
MCP server that provides access to Cyfrin Solodit's database of smart contract …
N/A N/A
61217
rajatsandeepsen
Provides a template to run an MCP server in a Next.js project using the Vercel …
61218
Milo0821
An MCP server for Zephyr Scale test management supporting Jira Cloud and Data C…
61219
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
61220
RynneSpin
renxt-mcp Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
N/A N/A
61221
fredriksknese
mcp-centreon Claim
MCP server for Centreon IT monitoring that enables querying host/service status…
61222
jungkim720
dify Claim
N/A N/A 95
61223
gahoccode
vnprices-mcp Claim
An MCP server that provides Vietnamese financial market data through Claude Des…
61224
crlian
mcp-pyatv Claim
MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, of…
N/A N/A
61225
markahope-aag
MCP server for comprehensive WordPress site audits on WP Engine, providing tool…
N/A N/A
61226
stephen37
Enables LLMs to interact with Milvus vector database for search, query, and col…
61227
alexpavluck
Enables querying NTDeliver purchase order and milestone data (1,729 POs, 2014-2…
N/A N/A
61228
Xwangtie
wechat-mcp Claim
Enables AI agents to control WeChat through MCP protocol, including sending mes…
N/A N/A
61229
doobidoo
Static server that provides persistent tool-specific context and rules for AI m…
N/A N/A 95
61230
609NFT
VibeKit Claim
Build, deploy & manage hosted apps and chat with their AI coding agents from an…
61231
gautamdsrc
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
N/A N/A
61232
iclaudiumihaila
Enables programmatic control of Safari browser on macOS for web automation, tes…
N/A N/A
61233
Neeshant01
Kratos-MCP Claim
Enables autonomous analysis of PE (Portable Executable) files for detecting inj…
N/A N/A
61234
yv12
A server enabling appending text to Google Docs and creating Gmail drafts via O…
N/A N/A
61235
tikoci
rosetta Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
61236
theagenticguy
Provides code intelligence for AI coding agents by indexing repositories into a…
N/A N/A
61237
Harurow
Enables AI clients like Claude Desktop to search J-Quants API endpoints, get de…
N/A N/A
61238
nicholsonpeter
acumatica Claim 1
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
N/A N/A 83
61239
pdogra1299
Maps function and component dependencies in Haskell and ReScript codebases, pro…
N/A N/A
61240
tuiml
tuiml Claim
TuiML is an agent-native ML runtime that lets you install, connect to your AI a…
N/A N/A
61241
jaccoklouwer
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
N/A N/A
61242
ramvishvas
Enables users to enhance rough prompts into more detailed, clear, and effective…
61243
Ultrathink-Solutions
Provides AI assistants direct access to Looker through a standard MCP interface…
61244
kosh-jelly
Provides comprehensive read/write access to Word documents, including comments,…
N/A N/A
61245
ArtKeyAi
Bhived MCP Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
N/A N/A
61246
Raptors65
A server that enables searching for events, venues, and attractions through the…
61247
borderlessboy
Enables natural language search and analysis of arXiv academic papers with AI-p…
61248
joshdougall
memory-mcp Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
61249
PandaDoc
PandaDoc MCP server for creating, sending, signing, and tracking PandaDoc docum…
61250
spark1security
n0s1-mcp Claim
Enables AI assistants to scan multiple services and local filesystems for leake…
Showing 61201–61250 of 64186 servers