MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58551
soil-dev
capsulemcp Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
58552
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
58553
LZF1111
An MCP server that decides whether each step of an agent requires cheap intuiti…
N/A N/A
58554
mssql-writer Claim 2
MCP server for Microsoft SQL Server — read and data write operations, no DDL
N/A N/A 81
58555
shenjian8628
AI growth agent for technical founders. Generate and distribute content from yo…
N/A N/A 95
58556
dolrea77
Local MCP server for AI agents that enables Jira issue management, Confluence W…
N/A N/A
58557
luc-vocab
A Docker-based deployment that wraps the Gemini MCP server with supergateway to…
81
58558
abda11ah
our Claim
N/A N/A 95
58559 N/A N/A 95
58560
agenticledger
Enables AI assistants to query the Canton Network blockchain explorer through t…
81
58561
pipeworx-io
thegamesdb Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
58562
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
58563
xiaobenyang-com
Look up word meanings fast. Get clear definitions and common usage to support r…
N/A N/A 95
58564
LucasRocha179
Enables AI assistants to search, read, and traverse Markdown note vaults (Obsid…
58565
Darussalamnoor
typer-mcp Claim
Automatically converts any CLI built with Python's Typer into an MCP server wit…
N/A N/A
58566
forgemeshlabs
Free Agent Signal Optimization scanner for website/API agent readiness. Scores …
58567
sfr-development
AI-Powered Offensive Security Research Engine - desktop-native security testing…
N/A N/A
58568
globau
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
N/A N/A 95
58569
DataGraph Claim 1
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
N/A N/A 81
58570
jd-opensource
An MCP server for micro-app integration that enables documentation crawling and…
58571
ronykris
MCP server that provides zkApp transaction information from the Mina blockchain…
58572
narcissux
Enables dynamic SSH connection to servers for real-time JVM diagnostics using A…
58573
HyunjunGil
Enables direct GitHub operations through Claude and Cursor, including repositor…
81
58574
Machiavelli-DaVinci
Connects to Stack AI workflows, allowing you to run workflows and pass user inp…
58575
ophydami
MCP server that allows you to connect to Google Docs through Claude, enabling l…
58576
taylorarndt
Enables AI clients to search, read, create, update, move, and delete Apple Note…
N/A N/A
58577
MCP-Mirror
Enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, …
81
58578
KarateJB
A server providing programming guidelines and coding standards for multiple lan…
N/A N/A
58579
Sunwood-ai-labs
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
N/A N/A
Showing 58551–58579 of 58579 servers
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