MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7101
abdou-ghonim
PostgreSQL MCP Server ⚡ Claim 1
A Model Context Protocol server that provides AI assistants with secure, read-o…
B 71 5⁄5 ◉ ⏳ 79 61 — 22 81 99
7102
cds-id
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
B 71 5⁄5 ◉ ⏳ 68 70 — 26 81 100
7103
Clearner1
Task MCP ⚡ Claim
Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context …
B 71 5⁄5 ◉ ⏳ 72 70 — 31 81 89
7104
maxtheman
mcpManager Claim
A desktop app and local MCP gateway that centralizes management of Claude/Codex…
B 71 5⁄4 ◉ ⏳ 86 40 N/A 29 95 96
7105
FloorIsGround
Enables mathematical operations and calculations through an MCP server interfac…
B 71 5⁄4 ◉ ⏳ 48 70 N/A 44 95 96
7106
pongsapakl
Enables management of Apple Reminders on macOS, including creating, updating, a…
B 71 5⁄4 ◉ ⏳ 76 38 N/A 47 95 95
7107
hiromima
lovable-mcp-server ⚡ Claim 1
An MCP server for real-time analysis of Lovable-generated projects, enabling Cl…
B 71 5⁄4 ◉ ⏳ 94 25 N/A 43 90 96
7108
CoderDayton
MCP server for structured reasoning with cognitive trap detection, verification…
B 71 5⁄4 ◉ ⏳ 69 21 N/A 84 94 99
7109
glassBead-tc
A macOS-native bridge server that enables communication between different AI cl…
B 71 5⁄5 ◉ ⏳ 96 82 N/A 23 95 35
7110
rakshitha2207
Integrates with Spotify Web API through the Model Context Protocol, allowing us…
B 71 5⁄5 ◉ ⏳ 72 71 — 21 80 99
7111
endaoment
A server that allows AI models to interact with PostgreSQL databases through a …
B 71 5⁄5 ◉ ⏳ 78 66 — 26 81 90
7112
cameronking4
⚡ Cut LLM inference costs 80% with Programmatic Tool Calling. Instead of N tool…
B 71 5⁄4 ◉ ⏳ 100 36 N/A 24 89 91
7113
TimeCyber
MCP-X Claim
这是一个MCP客户端,让你轻松配置各个大模型,对接各种MCP Server而开发。This is an MCP client that allows you …
B 71 5⁄4 ◉ ⏳ 84 38 N/A 78 95 62
7114
Cicatriiz
Enables AI assistants to access the Consumer Rights Wiki, providing tools to se…
B 71 5⁄5 ◉ ⏳ 86 91 N/A 24 95 40
7115
zegh6389
An intelligent system that automatically scrapes Canadian news sources, process…
B 71 5⁄5 ◉ ⏳ 84 62 — 22 81 92
7116
gavinHuang
PDF2MD MCP Server ⚡ Claim 1
An MCP server that converts PDF files to Markdown format using AI sampling capa…
B 71 5⁄5 ◉ ⏳ 51 82 — 46 81 91
7117
Euda1mon1a
koa-fhe ⚡ Claim
Confidential coprocessor — compute on encrypted data via FHE. Server never sees…
B 71 5⁄4 ◉ ⏳ 72 40 N/A 51 95 93
7118
Zhangtiande
AMapMCP ⚡ Claim
A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive …
B 71 5⁄5 ◉ ⏳ 66 75 — 40 81 84
7119
mazhar480
🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markd…
B 71 5⁄5 ◉ ⏳ 70 48 — 59 81 99
7120
andrewszk
AI agent payment security - spending limits, whitelists, and human approval.
B 71 5⁄4 ◉ ⏳ 72 67 N/A 32 83 94
7121
Angeluis001
Playwright MCP ⚡ Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 71 5⁄5 ◉ ⏳ 57 66 — 54 81 96
7122
rebots-online
A fork of the Neo4j Model Context Protocol server that enables interaction with…
B 71 5⁄5 ◉ ⏳ 84 62 — 23 81 90
7123
mpreziuso
MCP Atlas ⚡ Claim 1
An MCP server that enables AI assistants to manage database migrations and vali…
B 71 5⁄5 ◉ ⏳ 71 91 N/A 49 95 35
7124
precariat365
A MCP-based intelligent customer service system that provides smart Q\&A, human…
B 71 5⁄5 ◉ ⏳ 80 60 — 41 81 85
7125
SK-DEV-AI
BlenderMCP ⚡ Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 71 5⁄4 ◉ ⏳ 80 38 N/A 47 88 99
7126
yunkee-lee
MCP Naver Maps ⚡ Claim
A server that connects to Naver Maps and Search APIs, enabling geocoding and lo…
B 71 5⁄5 ◉ ⏳ 64 71 — 40 81 92
7127
mjpitz
RFC MCP Server ⚡ Claim 2
An MCP server that enables programmatic access to IETF RFC documents, allowing …
B 71 5⁄5 ◉ ⏳ 75 100 — 42 83 40
7128
muhammadzaeemaltaf
GitHub Summary MCP ⚡ Claim
Generates daily GitHub work summaries by analyzing commits across all repositor…
B 71 5⁄5 ◉ ⏳ 54 82 — 30 81 100
7129
ftaxats
Enables integration with SalesHandy API to manage email campaigns, templates, a…
B 71 5⁄5 ◉ ⏳ 72 70 — 26 81 98
7130
starlink-awaken
MCP OpenClaw ⚡ Claim 2
An MCP server that integrates with the OpenClaw API to enable AI assistants to …
B 71 5⁄5 ◉ ⏳ 69 55 — 64 76 92
7131
Prajapdh
Provides comprehensive Google Sheets integration for creating, reading, updatin…
B 71 5⁄5 ◉ ⏳ 78 67 — 21 78 100
7132
deanpluse
MCP Sui Tools ⚡ Claim 1
A toolkit that integrates with the Sui blockchain, allowing Claude to request t…
B 71 5⁄5 ◉ ⏳ 54 82 — 45 81 90
7133
rezo8
Enables searching and retrieving Datadog logs through the Model Context Protoco…
B 71 5⁄5 ◉ ⏳ 84 68 — 27 74 87
7134
dappros
ethora-mcp-server ⚡ Claim
MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, …
B 71 5⁄5 ◉ ⏳ 88 82 N/A 47 81 43
7135
mcandiav
Qdrant MCP Server ⚡ Claim
Enables storing and retrieving information using semantic search with Qdrant ve…
B 71 5⁄5 ◉ ⏳ 72 60 — 48 81 91
7136
kumaran-is
MCP Weather Server ⚡ Claim
Provides real-time weather information and multi-day forecasts using the Open-M…
B 71 5⁄5 ◉ ⏳ 86 100 — 33 81 37
7137
ChristophEnglisch
MCP server implementation for Keycloak user management. Enables AI-powered admi…
B 71 5⁄5 ◉ ⏳ 79 57 N/A 39 81 91
7138
meefer33
A TypeScript MCP server implementation using Express.js that provides basic too…
B 71 5⁄5 ◉ ⏳ 78 61 — 27 81 98
7139
mparker3
makefilemcpserver ⚡ Claim 1
An MCP server that exposes Makefile targets as callable tools for AI assistants…
B 71 5⁄4 ◉ ⏳ 71 56 N/A 44 95 86
7140
pasie15
Provides AI-powered audio generation and processing through the MusicGPT API, e…
B 71 5⁄5 ◉ ⏳ 90 40 — 50 81 89
7141
anselmwang
Automatically configures email notification functionality for Cline through SMT…
B 71 5⁄4 ◉ ⏳ 80 56 N/A 21 95 91
7142
eeharumt
A TypeScript-based server that provides debugging and management capabilities f…
B 71 5⁄5 ◉ ⏳ 72 66 — 38 81 90
7143
kaijfox
delegations-mcp ⚡ Claim 1
An MCP server that exposes a library of delegation prompts to orchestrate tasks…
B 71 5⁄5 ◉ ⏳ 57 82 N/A 29 95 85
7144
mehmetozcan-zz
KnowledgeBaseMCP ⚡ Claim
Enables AI assistants to extract and analyze text content from various document…
B 71 5⁄4 ◉ ⏳ 78 53 N/A 40 87 89
7145
fabriciofs
MCP SQL Server ⚡ Claim 1
An MCP server for Microsoft SQL Server integration that enables users to query,…
B 71 5⁄5 ◉ ⏳ 69 61 — 50 80 91
7146
nacgarg
A local MCP server that exposes Bazel build system functionality to AI agents, …
B 71 5⁄5 ◉ ⏳ 86 75 N/A 37 95 46
7147
Uzbyr
Enables management of Mistral AI agents through MCP tools including creating, l…
B 71 5⁄5 ◉ ⏳ 72 65 — 27 81 99
7148
jackyang25
Provides geolocation services including finding nearby transit stops and retrie…
B 71 5⁄5 ◉ ⏳ 84 61 — 21 81 97
7149
twolven
Puppeteer MCP Server ⚡ Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 71 5⁄4 ◉ ⏳ 75 56 N/A 36 82 100
7150
vectara
vectara-mcp ⚡ Claim 1
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
B 71 5⁄5 ◉ ⏳ 65 46 — 68 82 97
Showing 7101–7150 of 69052 servers
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