MCP Server Quality Scores

Independent quality analysis of 61082 public MCP servers

61082
Discovered
30024
Scored
2112
Verified
16953
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30101
awesome0w
Enables local data discovery by indexing metadata from SQLite, CSV, and Markdow…
N/A N/A
30102
kaminocorp
MCP server for long-term agent memory, providing persistent memory, searchable …
30103
UditMahaldar
Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
30104
horatio8
A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API…
30105
ovehbe
hadith-mcp Claim
Enables fetching and searching canonical hadith texts (Arabic and English) with…
30106
EremesNG
Thoth-Mem Claim
Persistent memory for AI coding agents, storing learned architecture decisions,…
N/A N/A
30107
benyue1978
An MCP server that exposes Sublime Text's unsaved buffers as tools via local HT…
N/A N/A
30108
gomarble-ai
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
81
30109
andrewcorpdesing-coder
HiveClaude Claim
Coordinates multiple Claude Code agents to work collaboratively on projects wit…
N/A N/A
30110
kamilmodest
Local stdio MCP proxy for the official Slack MCP endpoint, using Claude's Slack…
N/A N/A
30111
myunussheikhRS
Enables natural language interaction with Rocket Data Replicate and Sync (RDRS)…
N/A N/A
30112
alpacax
Enables AI assistants to securely access and manage servers via Alpacon's zero-…
30113
croc100
litescope Claim
Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is ava…
30114
mandoo180
emacs-mcp Claim
An MCP server that bridges Claude Code with Emacs via emacsclient, enabling buf…
N/A N/A
30115
MitsudoAI
guru-pk-mcp Claim
An MCP server that enables multi-round AI expert debates with dynamic expert ge…
N/A N/A
30116
rohithgoud30
console-mcp Claim
An MCP server for streaming and searching macOS Console.app and iOS device logs…
N/A N/A
30117
vinit-devops
Enables interaction with Sumo Logic's REST APIs through MCP, allowing log searc…
N/A N/A
30118
commit-check
Enables validation of commit messages, branch names, author info, push safety, …
N/A N/A
30119
phil-cheesman
mcp-odbc Claim
A Python MCP server that connects to any ODBC data source and exposes schema di…
N/A N/A
30120
h-ucchi
Enables PDF file manipulation including merging, splitting, extracting pages, e…
N/A N/A
30121
Kotrotsos
Memento Claim
A persistent memory MCP server for AI assistants, storing and retrieving notes …
N/A N/A
30122
rkashyapa
qualitastech Claim
N/A N/A 95
30123
archoor
AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Pro…
30124
greglg45
MCP server for phpIPAM IP address management, enabling subnet, VLAN, VRF, and a…
30125
Txpple
Enables AI assistants to read and edit live D&D 5e Foundry VTT worlds and manag…
N/A N/A
30126
chy168
A remote MCP server for Google Chat, deployed on Cloudflare Workers without aut…
30127
AmyJeanes
MCP server that analyzes images with Google's Gemini vision models, allowing ag…
30128
m-HLPR
An unofficial MCP server that integrates Freelo project management with AI assi…
30129
Pranav-d33
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
N/A N/A
30130
jonnadul
A TypeScript-based MCP server for NewsAPI, enabling search for news articles, f…
30131
adamhajari
zulip-mcp Claim
Enables Claude to access and summarize recent activity in Zulip channels, with …
30132
ismailcankaratas
mcp-mssql Claim
Enables natural language to SQL queries on MSSQL databases via Claude, with saf…
N/A N/A
30133
josephibra
Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
30134
DevisionX
This MCP server bridges to the Tuba.ai platform, enabling programmatic control …
N/A N/A
30135
Patricked-code
A read-only MCP server that exposes controlled SSH tools to inventory, document…
30136
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
81
30137
dbos-inc
Enables LLMs to analyze and manage DBOS workflows, including introspection, wor…
30138
inv-fourier-transform
MCP-based HR automation tool that streamlines employee onboarding, leave manage…
N/A N/A 95
30139
Dianel555
Enhances Gemini CLI with SuperClaude Framework v4.0.9, providing 22 specialized…
N/A N/A
30140
MaYunFei
A self-hosted web search and page extraction service adapter that bridges your …
30141
dvcrn
Enables interaction with TripIt travel planning service, allowing users to mana…
30142
veoery
An MCP server that enables designers to interact with Rhino and Grasshopper via…
N/A N/A
30143
liatrio-labs
Bridges AI coding assistants with the OpenTelemetry ecosystem, providing real-t…
30144
dkeeno
Enables comprehensive GitHub operations including repository management, push, …
N/A N/A
30145
hildersantos
Enables reading, writing, and manipulation of Bike outlines on macOS through na…
N/A N/A 95
30146
malkreide
MCP server for querying Swiss environmental research data from WSL/EnviDat, inc…
30147
IQAIcom
Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing …
N/A N/A
30148
norus
Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural…
30149
RodriguesJohn
Enables AI assistants to read, create, search, update, and delete Apple Notes t…
N/A N/A
30150
AfryDario
An MCP server implementation in Python with placeholder tools, deployable to Az…
Showing 30101–30150 of 61082 servers
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