MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20901 |
Visualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastruc…
|
C 69 3⁄3 | ||||||||
| 20902 |
172 expert marketing skills for AI agents — ClawFu MCP Server
|
C 69 3⁄3 | ||||||||
| 20903 |
MCP server exposing number theory functions and factorization algorithms
|
C 69 3⁄3 | ||||||||
| 20904 |
ComIDP-MCP-Server
Claim
A lightweight MCP (Model Context Protocol) server designed for seamless integra…
|
C 69 3⁄3 | ||||||||
| 20905 |
Enables interaction with Kubernetes clusters through 32 specialized tools for m…
|
C 69 4⁄3 | ||||||||
| 20906 |
Enables AI-powered email management through FastMail's JMAP API with features l…
|
C 69 4⁄4 | ||||||||
| 20907 |
napkin
Claim
Shared visual canvas (Excalidraw) for collaborative whiteboarding between AI ag…
|
C 69 3⁄3 | ||||||||
| 20908 |
MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community,…
|
C 69 3⁄3 | ||||||||
| 20909 |
codeledger
Claim
Deterministic context selection for AI coding agents. Local memory that compoun…
|
C 69 3⁄3 | ||||||||
| 20910 |
Build, edit, and deploy full-stack web apps from any AI assistant.
|
C 69 3⁄3 | ||||||||
| 20911 |
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Eu…
|
C 69 3⁄3 | ||||||||
| 20912 |
Enables Discord bot integration through MCP, allowing users to manage servers, …
|
C 69 4⁄4 | ||||||||
| 20913 |
Enables control of digital mixers (Behringer X32, Midas M32) through natural la…
|
C 69 4⁄4 | ||||||||
| 20914 |
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenanc…
|
C 69 3⁄3 | ||||||||
| 20915 |
Read-only MCP server for Akamai CDN — properties, EdgeWorkers, DNS, network lis…
|
C 69 3⁄3 | ||||||||
| 20916 |
A general-purpose MCP gateway that exposes your local CLI skills to any AI assi…
|
C 69 3⁄3 | ||||||||
| 20917 |
On-chain economy for AI agents: escrow, marketplace, data rights, reputation, d…
|
C 69 3⁄3 | ||||||||
| 20918 |
AI compliance attestation for EU AI Act, SR 11-7, HIPAA. Free local tier, no ke…
|
C 69 3⁄3 | ||||||||
| 20919 |
Auto-detect stubbable packages for Python exe builds and generate minimal stub …
|
C 69 3⁄3 | ||||||||
| 20920 |
Broken link detection with affiliate tracking, revenue loss estimation, and fix…
|
C 69 3⁄3 | ||||||||
| 20921 |
Enables AI agents to interact with the Ayrshare API to publish social media pos…
|
C 69 4⁄4 | ||||||||
| 20922 |
Multi-provider search broker for AI agents: 14 providers, 12-step extraction, r…
|
C 69 3⁄3 | ||||||||
| 20923 |
MCP server for Cronometer nutrition tracking — food logs, diary, macros, fasting
|
C 69 3⁄3 | ||||||||
| 20924 |
AnkiMCP Server
Claim
Anki addon that exposes your flashcard collection to AI assistants via a local …
|
C 69 4⁄3 | ||||||||
| 20925 |
MCP server for Hostinger API
|
C 69 4⁄3 | ||||||||
| 20926 |
🔬 Professional MCP server for biomedical literature research — 40 tools, multi-…
|
C 69 4⁄3 | ||||||||
| 20927 |
Provides comprehensive access to Lyra Finance's Derive API with 31+ tools for t…
|
C 69 4⁄4 | ||||||||
| 20928 |
221 MCP tools across 26 practices for independent professionals. Clients, invoi…
|
C 69 3⁄3 | ||||||||
| 20929 |
snapstate
Claim
Persistent state for AI agent workflows. Save, resume, and replay multi-step wo…
|
C 69 3⁄3 | ||||||||
| 20930 |
Multi-account Google MCP server providing read access to Gmail and Calendar via…
|
C 69 3⁄3 | ||||||||
| 20931 |
A security-focused tool that implements least-privilege credential injection fo…
|
C 69 3⁄3 | ||||||||
| 20932 |
Dokmatiq DocGen
Claim
PDF/DOCX/Excel generation with stationery overlay, ZUGFeRD/XRechnung, signing, …
|
C 69 3⁄3 | ||||||||
| 20933 |
|
C 69 3⁄3 | ||||||||
| 20934 |
A comprehensive MCP server that provides full access to Help Scout's Docs and I…
|
C 69 4⁄4 | ||||||||
| 20935 |
Intelligent API routing for AI agents. Best service, best price, free alternati…
|
C 69 3⁄3 | ||||||||
| 20936 |
Control AWX/Ansible Tower through natural language - 49 tools for automation
|
C 69 4⁄3 | ||||||||
| 20937 |
MCP server for fixing static analysis issues from SARIF reports with AI agents
|
C 69 3⁄3 | ||||||||
| 20938 |
AI-generated legal and business documents. Pay XMR, no accounts, no KYC.
|
C 69 3⁄3 | ||||||||
| 20939 |
Secure MCP server for Obsidian with OWASP Top 10 controls and full audit loggin…
|
C 69 3⁄3 | ||||||||
| 20940 |
Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster
|
C 69 3⁄3 | ||||||||
| 20941 |
Automate browsers to click, type, navigate, and extract data from websites. Tar…
|
C 69 3⁄3 | ||||||||
| 20942 |
MCP Server CCXT
Claim
Provides access to cryptocurrency exchange APIs through CCXT, enabling market d…
|
C 69 4⁄4 | ||||||||
| 20943 |
Enables programmatic control of Divoom Pixoo LED matrices to display layered pi…
|
C 69 4⁄3 | ||||||||
| 20944 |
hyperterse
Claim
The agentic server framework.
|
C 69 4⁄3 | ||||||||
| 20945 |
Provides a containerized Kali Linux environment that gives AI assistants access…
|
C 69 4⁄3 | ||||||||
| 20946 |
Open Source Generic MCP Client for testing & evaluating mcp servers and agents
|
C 69 4⁄3 | ||||||||
| 20947 |
Enables workflow management and Docker image building for Bio-OS platform. Supp…
|
C 69 4⁄4 | ||||||||
| 20948 |
A server that provides a simplified interface to Smartlead's API, allowing AI a…
|
C 69 4⁄3 | ||||||||
| 20949 |
t32-mcp-server
Claim
TRACE32 debugger MCP server for session, dialog, field, history, and resource i…
|
C 69 3⁄3 | ||||||||
| 20950 |
Enables complete AI agent lifecycle management through MoluAbi's platform, allo…
|
C 69 4⁄4 | ||||||||