MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28151
promptexecution
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
N/A N/A 95
28152
seanshin0214
Enables ChatGPT Desktop to securely access and search local filesystem files th…
N/A N/A 95
28153
ezesc
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
N/A N/A 95
28154
rog0x
perf Claim
Benchmark, memory, Big O analysis for AI agents
N/A N/A
28155 N/A N/A 95
28156
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
N/A N/A 95
28157
DidierRLopes
An MCP server that exposes the OpenBB widgets.json specification as structured,…
N/A N/A 95
28158
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
81
28159
rjadhavJT
Automates the creation of standardized documentation by extracting information …
81
28160
youill0317
A unified Model Context Protocol server that integrates multiple search provide…
N/A N/A 95
28161
queenamara
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
81
28162
xcvdrew8
adad11 Claim
N/A N/A 95
28163
ALWcreations
Geobed Claim
Browse all registered domains and retrieve details for any domain by name. Spee…
N/A N/A 95
28164
privetin
Enables LLMs to perform semantic search and document management using ChromaDB,…
81
28165
re171113-byte
Provides comprehensive startup consulting services including commercial area an…
81
28166
Zazzles2908
Provides unified development tools including code analysis, debugging, refactor…
81
28167
aurora-is-near
Tested By Abir_kh4N
N/A N/A 95
28168
pipeworx-io
nutrition Claim
Nutrition MCP — wraps Open Food Facts API (free, no auth)
28169
fofapro
mcp_fofa Claim
hacked by abc
N/A N/A 95
28170
rikard2
lemonado-mcp Claim
N/A N/A 95
28171
Brivvy MCP Claim
Brivvy MCP (OAuth): on-brand AI content, voice rules, templates, glossary.
28172
ImperiumCore
Lightning-gated Cohereon Doctrine v6.1. 398 components, tiered pricing, agent o…
28173
mcp Claim 1
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
N/A N/A 81
28174 N/A N/A 95
28175
firewall Claim
Invisible MCP safety firewall. Injects token safety instructions into any AI ag…
28176 N/A N/A 95
28177
waggle
Waggle Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
28178
vaebe
Leverage the GitHub search API to enhance your applications with powerful searc…
N/A N/A 95
28179
open-agent-id
oaid-mcp Claim
Enables AI agents to securely use Open Agent ID credentials for signing request…
N/A N/A 95
28180 N/A N/A 95
28181
keioseung
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
81
28182
sitisambal
pid Claim
N/A N/A 95
28183
nkefor
Enables LLMs to interact with GitHub repositories, issues, pull requests, and w…
81
28184
ucp-registry Claim
Discover and search UCP (Universal Commerce Protocol) merchants, products, and …
28185
AurelianFlo Claim
Pay-per-call compliance API for OFAC screening, vendor diligence, and audit-rea…
28186
wxkingstar
search-docs Claim
N/A N/A 95
28187
SaideLeon
A Model Context Protocol server that searches educational articles from todamat…
81
28188
vibe-pay Claim
Platform access code. Email coryhigham@gmail.com with subject "MCP Trial" to re…
28189
ternlang Claim
28190 N/A N/A 95
28191
devsully
A platform that transforms AI development with intelligent context management, …
N/A N/A 95
28192
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
28193
Give your AI agent a wallet. AgentFi provides 10 MCP tools for executing DeFi t…
N/A N/A
28194
MCP server for querying live prop firm discount codes and comparing funded trad…
28195
karan
testnasiko Claim
N/A N/A 95
28196
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
N/A N/A
28197
pastorsimon1798
mcp-video Claim
Video editing MCP server with 26 tools for trimming, merging, text overlays, au…
N/A N/A
28198
@dankniight
api-football Claim
N/A N/A 95
28199
Bubbii-NOH
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
28200 N/A N/A 95
Showing 28151–28200 of 30006 servers
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