MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23201 |
Connects your TestDino testrun/testcase data to AI agents so you can review run…
|
F 25 4⁄4 | ||||||||
| 23202 |
Freelance contracts via API for any country. AI-generated or PDF. Pay-per-use: …
|
F 25 4⁄3 | ||||||||
| 23203 |
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
|
F 25 4⁄3 | ||||||||
| 23204 |
MCP proxy & AI automation platform with a human approval layer
|
F 25 4⁄3 | ||||||||
| 23205 |
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
|
F 25 4⁄3 | ||||||||
| 23206 |
Provides tools for retrieving Minecraft Java and Bedrock server status via the …
|
F 25 4⁄4 | ||||||||
| 23207 |
Control Fusion 360 with any AI through Model Context Protocol (MCP)
|
F 25 4⁄3 | ||||||||
| 23208 |
Enables AI-powered building, optimization, debugging, and management of n8n wor…
|
F 25 4⁄4 | ||||||||
| 23209 |
Enables interaction with the Inmovilla real estate CRM platform to manage prope…
|
F 25 4⁄4 | ||||||||
| 23210 |
Enables AI assistants to interact with Feishu/Lark platform APIs for automation…
|
F 25 4⁄4 | ||||||||
| 23211 |
Unified web layer for AI agents. Search across 8 engines, stealth browse with C…
|
F 25 4⁄3 | ||||||||
| 23212 |
Facilitates interaction with Bitbucket Server for pull request management using…
|
F 25 4⁄4 | ||||||||
| 23213 |
MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to…
|
F 25 4⁄4 | ||||||||
| 23214 |
Enables AI agents to programmatically generate, edit, and view Excalidraw diagr…
|
F 25 4⁄4 | ||||||||
| 23215 |
Leverage SettleMint's Model Context Protocol server to seamlessly interact with…
|
F 25 4⁄4 | ||||||||
| 23216 |
Enables the analysis of GitHub Pull Requests to extract metadata, commits, and …
|
F 25 4⁄3 | ||||||||
| 23217 |
An MCP server that enables natural language interaction with Google's Discovery…
|
F 25 4⁄4 | ||||||||
| 23218 |
Provides OpenAPI validation and analysis tools to assist developers in building…
|
F 25 4⁄4 | ||||||||
| 23219 |
An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Q…
|
F 25 4⁄4 | ||||||||
| 23220 |
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Gen…
|
F 25 4⁄3 | ||||||||
| 23221 |
Official UProc Model Context Protocol server that enables AI assistants to refe…
|
F 25 4⁄4 | ||||||||
| 23222 |
Better App Store Connect
|
F 25 4⁄3 | ||||||||
| 23223 |
Provides comprehensive access to Chinese bidding and tendering data, enabling u…
|
F 25 4⁄4 | ||||||||
| 23224 |
|
F 25 4⁄3 | ||||||||
| 23225 |
JVM dependency intelligence for AI assistants via Maven Central
|
F 25 4⁄3 | ||||||||
| 23226 |
Exposes the Hookbase webhook relay API as tools for AI assistants to manage sou…
|
F 25 4⁄4 | ||||||||
| 23227 |
An MCP server that connects to the Teamwork API, providing a simplified interfa…
|
F 25 4⁄4 | ||||||||
| 23228 |
All Voice Lab MCP Server
|
F 25 4⁄4 | ||||||||
| ◔ Limited Scores | ||||||||||
| 23229 |
MCP server for Mermaid diagram validation and rendering
|
A 93 3⁄5 | ||||||||
| 23230 |
ComOS Federation Gateway
Claim
Multi-tenant MCP gateway for AI commerce. One connection, every store.
|
A 93 3⁄5 | ||||||||
| 23231 |
Caliper
Claim
Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF…
|
A 92 3⁄5 | ||||||||
| 23232 |
JSONlify
Claim
Validate and convert JSONL fine-tuning data across 11 AI providers. 13 tools.
|
A 92 3⁄5 | ||||||||
| 23233 |
MCP server for static security analysis of Android source code
|
A 92 3⁄5 | ||||||||
| 23234 |
MCP server for IT hardware parts research: normalize PNs, search listings, get …
|
A 92 3⁄5 | ||||||||
| 23235 |
Agentic identity trust: precision decisioning, cryptographic release tokens, ha…
|
A 92 3⁄5 | ||||||||
| 23236 |
ATProto Data Layer
Claim
Search ATProto writing, annotations, identity, agents, and forum posts. 12 read…
|
A 92 3⁄5 | ||||||||
| 23237 |
AgentLore
Claim
AI-verified knowledge base with trust scoring, temporal facts, and skill cards.
|
A 92 3⁄5 | ||||||||
| 23238 |
fuelcenter
Claim
Marathon fueling, pace, hydration, heat, carb-loading, and gel-comparison calcu…
|
A 92 3⁄5 | ||||||||
| 23239 |
server
Claim
Search and discover local businesses. 30+ categories with verified contact info…
|
A 91 3⁄5 | ||||||||
| 23240 |
quicksign
Claim
E-signatures for contracts and NDAs. Draft with AI, review, and send for signat…
|
A 91 3⁄5 | ||||||||
| 23241 |
postcopilot-mcp
Claim
Threads tools for AI — generate viral posts, download videos, export profiles
|
A 91 3⁄5 | ||||||||
| 23242 |
HIPAA Agent
Claim
HIPAA compliance AI agent — scan, grade, SRA, and generate compliance docs.
|
A 91 3⁄5 | ||||||||
| 23243 |
delx-mcp-a2a
Claim
Free public witness protocol for AI agents — care, witness, continuity. MCP ove…
|
A 90 3⁄5 | ||||||||
| 23244 |
Protect and verify digital content with cryptographic signing and proof of owne…
|
A 90 3⁄5 | ||||||||
| 23245 |
SearchShop AI
Claim
AI commerce for Shopify: product search, comparison, recommendations, and check…
|
A 90 3⁄5 | ||||||||
| 23246 |
Hemrock MCP
Claim
Hemrock financial modeling prompts: context primers, task prompts, checks, and …
|
A 90 3⁄5 | ||||||||
| 23247 |
product-intelligence
Claim
Smart home product intelligence: 1,080+ products with expert consensus scores a…
|
A 90 3⁄5 | ||||||||
| 23248 |
docfork-mcp
Claim
Up-to-date documentation to 10,000+ libraries for AI agents.
|
A 89 3⁄5 | ||||||||
| 23249 |
Brand Intelligence
Claim
Search and analyze 5,600+ companies across 30 technology verticals.
|
A 89 3⁄5 | ||||||||
| 23250 |
Motion capture, rehab biomechanics, and threat intel datasets. USDC payments. M…
|
A 89 3⁄5 | ||||||||