MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40651
GOLayerone
MCP server for LayerOne DocX (documents & Factur-X) and Sign (e-signature) APIs.
N/A N/A
40652
Storybloq
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
N/A N/A
40653
luweizheng
xhs-kit Claim
Enables automation of Xiaohongshu (Little Red Book) operations including conten…
N/A N/A
40654
TianyiLi
document-mcp Claim
Enables AI agents to efficiently manage and update component documentation with…
N/A N/A
40655
LCV-Ideas-Software
A local MCP reasoning gate that enables structured engineering thought through …
N/A N/A
40656
clappingmonkey
zuul-mcp Claim
MCP server for Zuul CI/CD with 25 tools for builds, pipelines, queue management…
40657
LaishGlenberg
Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) t…
N/A N/A
40658
focus-mcp
MCP orchestrator that loads modular bricks on demand, reducing AI agent context…
N/A N/A
40659
jemsbhai
MCP-Edge Claim
Enables cloud LLM agents to discover and invoke physical hardware on edge and I…
N/A N/A
40660
alexanderop
Persistent memory management for Claude Code, allowing agents to store and retr…
N/A N/A
40661
tirthanzh
MCP server providing data on Indonesian toll roads and railway lines, including…
40662
k2iser
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
40663
diasm3
Enables extracting YouTube video transcripts, comments, and search results via …
40664
Tairon-ai
Enables interaction with the Magic Eden NFT marketplace across multiple blockch…
N/A N/A
40665
supershaneski
A lightweight HTTP-based MCP server built with Bun, enabling tool discovery and…
40666
AiAgentKarl
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
40667
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
40668
rickstek
MCP Junction Claim
Search a nightly-refreshed directory of MCP servers by keyword, category or top…
40669
pcamarajr
A portable, AI-agnostic second brain that stores typed memories with semantic r…
N/A N/A
40670
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
40671
pipeworx-io
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
40672
mister-franklin
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
40673
pipeworx-io
mcp-mychem Claim
Provides access to dataset statistics and metadata for MyChem.info, a chemical …
40674
SyracuseUniversity
Provides a Model Context Protocol interface for managing and monitoring NetApp …
N/A N/A 95
40675
aws-samples
MCP server that exposes AWS Health API as tools for checking service health, ev…
40676
aud1ence
MCP server that implements Karpathy's LLM Wiki pattern for Obsidian vaults, ena…
N/A N/A
40677
theYahia
maib-mcp Claim
MCP server for MAIB e-commerce payments (Moldova). Supports payments, refunds, …
40678
eduard256
MCP server for Ozon marketplace that enables AI assistants to search products, …
40679
mattjjahn-spec
resume-mcp Claim
A resume MCP server that enables AI agents to search work history by keyword or…
N/A N/A
40680
KrystianYCSilva
lean-mcp Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
N/A N/A
40681
sophtron
Enables users to connect bank accounts within a chat session using Sophtron's U…
40682
AndyLiner13
A lightweight MCP server that provides 40 tools for TypeScript/JavaScript refac…
N/A N/A 95
40683
SufiSR
MCP server for Rocket.Chat, enabling AI agents to interact with Rocket.Chat wor…
40684
jcdreamjc
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
40685
sandsower
Provides persistent knowledge capture and retrieval for coding agents. Enables …
81
40686
spanchal001
Enables AI agents to analyze ROS2 log files across multiple nodes by merging th…
N/A N/A 95
40687
x4ddy
RootCause Claim
Enables debugging by analyzing bug reports, tracebacks, or code snippets to ret…
N/A N/A
40688
Josephjyinn516
An MCP server implementing a 7-stage agentic frontend workflow—from design audi…
N/A N/A
40689
KinofSin
A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Mode…
N/A N/A
40690
DigitalSQR
Enables AI assistants to securely interact with FHIR R4 servers for clinical de…
40691
pursuitanand
A lightweight MCP server that exposes Jira issue operations (get, search, creat…
N/A N/A
40692
akumar1903
Enables AI assistants to perform real-time market research including competitor…
40693
foxisyw
AI-powered cryptocurrency trading assistant for OKX exchange, featuring a multi…
40694
vetcoders
MCP server that enables AI to control macOS through AppleScript, JXA, and Autom…
N/A N/A
40695
hktari
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
N/A N/A
40696
beekamai
gmod-mcp Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
N/A N/A
40697
chmouel
jayrah Claim
Enables AI assistants to interact with Jira via CLI/TUI, supporting issue brows…
40698
pipeworx-io
Enables searching, querying, and retrieving metadata from Vermont Open Data (da…
40699
nqs
images-mcp Claim
Provides image generation tools powered by OpenRouter, running on Cloudflare Wo…
40700
bybit-exchange
A production-ready MCP server for Bybit — 206 tools covering market data, tradi…
Showing 40651–40700 of 66534 servers
« Prev 1 812 813 814 815 816 1331 Next »