MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28101 |
An MCP server for Pronote that enables users to access French school data like …
|
C 66 3⁄4 | ||||||||
| 28102 |
An MCP server that enables AI assistants to interact with SAP systems via the A…
|
C 66 3⁄4 | ||||||||
| 28103 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
|
C 66 3⁄4 | ||||||||
| 28104 |
Connects AI assistants to the Hub API, enabling them to manage resources such a…
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C 66 3⁄4 | ||||||||
| 28105 |
highgo-mcp
Claim
Enables AI agents to connect, query, and analyze Highgo Database using SQL exec…
|
C 66 3⁄4 | ||||||||
| 28106 |
Connect any AI agent to M3X — the private pool matching protocol for agent-to-a…
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C 66 3⁄4 | ||||||||
| 28107 |
Connects Blender to AI through the Model Context Protocol to enable prompt-assi…
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C 66 3⁄4 | ||||||||
| 28108 |
Gives AI agents phone numbers, email, SMS, and voice calls as MCP tools, enabli…
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C 66 3⁄4 | ||||||||
| 28109 |
NutriBalance
Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
|
C 66 3⁄4 | ||||||||
| 28110 |
Persistent knowledge memory layer for AI agents. Rust, Postgres + pgvector, MCP…
|
C 66 3⁄4 | ||||||||
| 28111 |
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
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C 66 3⁄4 | ||||||||
| 28112 |
Enables AI clients to create multi-field forms, send approval requests via emai…
|
C 66 3⁄4 | ||||||||
| 28113 |
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
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C 66 3⁄4 | ||||||||
| 28114 |
Salesforce MCP Server
Claim
Enables Salesforce lead and permission set management through natural language.…
|
C 66 3⁄4 | ||||||||
| 28115 |
Read-only triage for n8n, MCP, webhook, and AI agent workflow production failur…
|
C 66 2⁄5 | ||||||||
| 28116 |
SOMA
Claim
Agent marketplace with human concierge. Submit service requests
in natural lang…
|
C 66 3⁄4 | ||||||||
| 28117 |
Integrates Wolfram Language and Wolfram|Alpha accessing curated data and sophis…
|
C 66 3⁄5 | ||||||||
| 28118 |
Provides access to the Start.gg GraphQL API for querying tournament information…
|
C 66 3⁄4 | ||||||||
| 28119 |
Enables AI agents to control and monitor Veeam Backup & Replication v13 infrast…
|
C 66 3⁄4 | ||||||||
| 28120 |
Exposes OpenWebUI's admin REST API as an MCP server, enabling administrative op…
|
C 66 3⁄4 | ||||||||
| 28121 |
AstraNL
Claim
Signed physical-reality checks for agents + cross-company coordination. No cust…
|
C 66 3⁄4 | ||||||||
| 28122 |
Exposes internal employee directories and project management systems to AI mode…
|
C 66 3⁄4 | ||||||||
| 28123 |
Enables AI agents to manage SharePoint Online resources including lists, librar…
|
C 66 3⁄4 | ||||||||
| 28124 |
MCP server for QuickBooks Online providing read-only access to customers, vendo…
|
C 66 3⁄4 | ||||||||
| 28125 |
An MCP server for LinkedIn REST API v2 that enables AI assistants to create, li…
|
C 66 3⁄4 | ||||||||
| 28126 |
Geneva MCP brings production-grade forecasting directly into AI assistants and …
|
C 66 3⁄4 | ||||||||
| 28127 |
Provides a comprehensive financial analysis toolkit for AI assistants, featurin…
|
C 66 3⁄4 | ||||||||
| 28128 |
Salesforce MCP Server
Claim
A FastAPI-based MCP server designed for Salesforce Agentforce Registry integrat…
|
C 66 3⁄4 | ||||||||
| 28129 |
MCP server for D2L Brightspace. Multi-auth, 26+ tools, MCP Resources, Prompts, …
|
C 66 3⁄4 | ||||||||
| 28130 |
Python MCP adapter connecting Claude/Cursor/Cline to the OpenAaaS scientific ag…
|
C 66 3⁄4 | ||||||||
| 28131 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
|
C 66 3⁄4 | ||||||||
| 28132 |
Enables AI agents to semantically search GitHub repository documentation by aut…
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C 66 3⁄4 | ||||||||
| 28133 |
Enables AI agents to query entities from Arkiv database chains using a SQL-like…
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C 66 3⁄4 | ||||||||
| 28134 |
A TypeScript MCP server template with Zod validation, dual transport (stdio/HTT…
|
C 66 3⁄4 | ||||||||
| 28135 |
Give your AI coding agent design taste. 104 curated design seeds with colors, f…
|
C 66 3⁄4 | ||||||||
| 28136 |
Enables AI assistants like Claude to browse, search, and read data from an Auto…
|
C 66 3⁄4 | ||||||||
| 28137 |
MCP server for Threadline — persistent memory and context layer for AI agents. …
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C 66 3⁄4 | ||||||||
| 28138 |
VedAstro MCP Server
Claim
World's first Vedic Astrology MCP Server — connect Claude, ChatGPT, Cursor, or …
|
C 66 3⁄4 | ||||||||
| 28139 |
Real-time weather, forecasts, astronomy, marine data for 200+ countries
|
C 66 3⁄4 | ||||||||
| 28140 |
MCP server for Trello integration, enabling management of workspaces, boards, l…
|
C 66 3⁄4 | ||||||||
| 28141 |
Enables downloading watermark-free videos from Douyin (TikTok China) share link…
|
C 65 3⁄4 | ||||||||
| 28142 |
An MCP server that makes AI agents speak a brief summary of every response out …
|
C 65 3⁄4 | ||||||||
| 28143 |
Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates…
|
C 65 3⁄4 | ||||||||
| 28144 |
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
|
C 65 3⁄4 | ||||||||
| 28145 |
An MCP server that enables users to treat behaviors as swappable cartridges, ea…
|
C 65 3⁄4 | ||||||||
| 28146 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 65 3⁄4 | ||||||||
| 28147 |
Provides AI job displacement data and automation risk assessments for over 59,0…
|
C 65 3⁄4 | ||||||||
| 28148 |
Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and…
|
C 65 3⁄4 | ||||||||
| 28149 |
MCP server for analyzing Perl code with Perl::Critic, enabling code quality che…
|
C 65 3⁄4 | ||||||||
| 28150 |
A remote MCP server deployed on Cloudflare Workers that returns gifs based on i…
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C 65 3⁄4 | ||||||||