MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31651
getspm
Durable, shareable and governed project memory with smart triage and explicit p…
31652
maor6700
Provides basic arithmetic operations (add, multiply, divide) for AI assistants …
N/A N/A
31653 N/A N/A 95
31654
AdairBear
An MCP server that gives Claude direct access to TradersPost webhook trading. S…
31655
purpleslurple
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
N/A N/A
31656
cloud
brickdocs Claim
N/A N/A 95
31657
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
N/A N/A 81
31658
CSOAI-ORG
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
N/A N/A
31659
mgarlabx
mcp_smithery Claim
N/A N/A 95
31660
Mahnooramjad05
An MCP server providing tools for read-only SQL queries, REST API calls, sandbo…
31661
dylan-gluck
Creates a local database of indexed technical documentation from web crawls and…
N/A N/A
31662
runapi-ai
Enables creating and managing GPT Image tasks (edit and text-to-image) via RunA…
31663
ADI2084
Enables intelligent troubleshooting, monitoring, and configuration of Cisco Mer…
31664
Henryk91
A Model Context Protocol server that provides calculator operations, n8n workfl…
N/A N/A
31665
opspawn
This MCP server allows an AI assistants to search for flight information online…
N/A N/A 95
31666
aaryanptl
github-mcp Claim
Provides four GitHub superpowers (repo-scorecard, compare-repos, commit-heatmap…
31667
JasonLinjc
Enables executing commands on remote SSH hosts, with full support for bastion/j…
N/A N/A
31668
clauxel
A paid remote MCP for AI agent browser DevTools MCP, built to return verdicts, …
31669
yeswanthreddyk
Connects to Google Analytics 4 to run reports, manage configurations, and retri…
N/A N/A
31670
pabgof
MCP server to read, write, create, and format Google Sheets via OAuth2 authenti…
N/A N/A
31671
AbdurXCode
An MCP server integrating Google Gemini LLM for intelligent customer service, p…
31672
tehmenghai
A generative AI agent that searches song lyrics across the web and returns resu…
31673
ilvolodel
IRIS Legacy Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
N/A N/A 95
31674
jjjsood
inkscape-mcp Claim
Enables AI agents to inspect, edit, validate, render, and export SVG/Inkscape d…
N/A N/A
31675
sunnylabtv-crypto
A multi-domain multi-agent system served over MCP (Model Context Protocol) with…
31676
Zhachory1
A local codebase retrieval tool that indexes a git repository into SQLite and p…
N/A N/A
31677
buoooou
SupaUI MCP Claim
Automatically generate a variety of UI components to improve development effici…
N/A N/A 95
31678
CSOAI-ORG
airspace-monitor-mcp MCP server by MEOK AI Labs
N/A N/A
31679
Chaos-Intelligence-Inc
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
N/A N/A
31680
dolrea77
Local MCP server for AI agents that enables Jira issue management, Confluence W…
N/A N/A
31681
CSOAI-ORG
AI-powered vector knowledge graph MCP server for agents. Supports add node, add…
N/A N/A
31682
VLab-Software
MCP server and EasyEDA Pro extension bridge for live project assistance.
N/A N/A
31683
drunkrhin0
A self-hostable MCP server that enables searching and reading Rapid7 documentat…
81
31684
eltociear
Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, Ope…
N/A N/A
31685
fadnavismehul
SQL Preview Claim
Run governed SQL queries and inspect database schemas from MCP agents.
N/A N/A
31686
zbowling
Proxy MCP server that translates tool calls into TypeScript code generation, en…
31687
Michael-WhiteCapData
Offload cheap work from your AI agent to a local Ollama model, at zero cloud co…
N/A N/A
31688
takiguchi-yu
An MCP server for Google Workspaces.
N/A N/A 95
31689
davidmosiah
Astral MCP Claim
Precision-audited astrology MCP for natal charts, transits, synastry and moon p…
N/A N/A
31690
ktmcp-cli
MCP server for Betfair Exchange Streaming API, providing real-time streamed upd…
N/A N/A
31691
guinacio
Enables AI assistants to manage Google Calendar events, check availability, and…
N/A N/A
31692
pipeworx-io
thegamesdb Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
31693
pumanitro
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
N/A N/A 95
31694
zduggem
pessoal Claim
N/A N/A 95
31695
muradiants
MCP server that lets any LLM manage Google Ads campaigns from the terminal. Sup…
31696
tomconte
CodeBox-AI Claim
MCP server for secure, session-based Python code execution in Docker containers…
N/A N/A
31697
marwankous
fiverr-mcp Claim
Enables AI assistants to manage Fiverr seller accounts directly from the browse…
N/A N/A
31698
Artemis-xyz
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
N/A N/A 95
31699
cryptoyoginya
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
N/A N/A
31700
wojtekkura
cf-mcp Claim
Read-only Cloudflare MCP server for SOC investigation, exposing Cloudflare serv…
Showing 31651–31700 of 64798 servers
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