MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63101
pipeworx-io
Provides access to Deutsche Bundesbank (Germany's central bank) statistics via …
63102
JithunMethusahan
Middleman Claim
A context refinement MCP server that acts as a proxy to distill large outputs f…
N/A N/A
63103
pipeworx-io
Enables querying Dallas open data via the Socrata SODA API, allowing access to …
63104
achenglike
email-notify Claim
A lightweight Docker-based email sending microservice that provides both REST A…
63105
diandiandia
A high-precision logical vulnerability auditing tool that uses MCP and CodeGrap…
N/A N/A
63106
alicetears
Provides structured instructions to Cursor for generating comprehensive system …
63107
RNVizion
A deterministic identity and authorization layer for MCP servers that verifies …
63108
pelegreenall
Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Wor…
N/A N/A
63109
thejusdutt
Performs comprehensive web searches by combining Google search with advanced co…
63110
fukayatti
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
N/A N/A
63111
nim-lang
MCP server providing symbol navigation, diagnostics, and type resolution for Ni…
N/A N/A
63112
MehulKChaudhari
MCP server that exposes WarpDrive and EmberData docs as tools, enabling assista…
N/A N/A
63113
KKday-KevinChu
Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model explo…
N/A N/A
63114
TakuroidX
bitflyer-mcp Claim
A read-only MCP server that retrieves public market data from bitFlyer, allowin…
63115
koala73
Live global intelligence: real-time markets, conflicts, country risk, chokepoin…
63116
ilhamdoanggg
aseprite-mcp Claim 1
MCP server for programmatically creating and editing Aseprite sprites, enabling…
N/A N/A 95
63117
simonedelvecchio93-ops
homeradar-mcp
N/A N/A
63118
takanorisuzuki
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
81
63119
samson-ailabs
Klarova Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
63120
PavelKosik
Turns a personal-finance SQLite database into typed, schema-validated tools tha…
N/A N/A
63121
kimyounghoon-chad
Enables querying Slack channels and messages, then using Google Gemini to answe…
N/A N/A
63122
BlockScience
A bridging framework that integrates Knowledge Organization Infrastructure (KOI…
81
63123
Ruiren1
mcp_project Claim
N/A N/A 95
63124
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
N/A N/A 95
63125
faisalkcmvp
A NestJS MCP server that extracts tables from documents (PDF, etc.) into a sing…
N/A N/A
63126
6amdev
MCP server for managing Ubuntu servers with AI integration, enabling system mon…
N/A N/A
63127
anant-patankar
Enables AI assistants to perform MLOps workflows such as experiment tracking, m…
N/A N/A
63128
br9704
aethereum Claim
Keep your AI coding agents in sync: shared contracts, intent, and breaking-chan…
63129
Vannelier
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
81
63130
johnisanerd
Google Local Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
63131
jiangmuran
Enables querying DeepVLab account statistics and model usage analytics, includi…
N/A N/A
63132
@suse00544
xiaohongshu-mcp Claim
N/A N/A 95
63133
kochava
## Kochava for Advertisers - Official MCP Server A comprehensive connector for…
81
63134
Pratiikpy
Enables external agents to vet trades via a signed safety firewall, retrieve li…
63135
KevinBangbang
neurolisp Claim
White-box MCP workflow orchestrator for Claude Code. Sexpr workflows stored in …
N/A N/A
63136
dwin-gharibi
ramzinex-mcp Claim
Self-hostable MCP server for the Ramzinex cryptocurrency exchange, providing to…
63137
pete-builds
mcp-unifi Claim
An MCP server for self-hosted UniFi gateway management, providing tools for dev…
63138
simple_mcp_http Claim 1
A Test MCP server that provides tools, promts and resources
N/A N/A 76
63139
jowharshamshiri
InSite Claim
A comprehensive browser automation MCP server using Playwright, offering 50+ to…
N/A N/A
63140
open-energy-transition
PyPSA MCP Claim
Enables creating, analyzing, and optimizing energy system models using PyPSA th…
N/A N/A
63141
evan-moon
skope Claim
A personal news lens MCP server that uses Claude's web search to find articles …
N/A N/A
63142
benthepythondev00
Enables AI agents to search for German property listings (rent/buy) on immowelt…
63143
KyaniteLabs
mcp-video Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
N/A N/A
63144
Androsh7
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
81
63145
mattwagstaff
Australian and New Zealand PII detection and sanitisation for AI agents, using …
N/A N/A
63146
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
N/A N/A
63147
andrewLi1994
Enables Codex to interact with Gemini Web through browser automation, allowing …
N/A N/A
63148
@praveenislive
weather_mcp Claim
N/A N/A 95
63149
kanaparthikiran
A small Model Context Protocol server that exposes a personal task tracker to a…
N/A N/A
63150
autoworks-ai
AutoVault Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
Showing 63101–63150 of 64153 servers