MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29751
amrendra05
Enables browser automation and web interaction through structured accessibility…
81
29752
philglazer
Enables searching and discovering machine learning papers, state-of-the-art ben…
81
29753
open-agreements
Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as…
29754
goodtoknow-online
goodtoknow Claim
N/A N/A 95
29755 N/A N/A 95
29756
rp4
IIA-MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with access to Inst…
N/A N/A 95
29757
depyler-mcp Claim 2
MCP server for Depyler: Python-to-Rust transpiler with analysis and verificatio…
N/A N/A 81
29758
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
29759
vkuprin
site-spy Claim 1
MCP server for Site Spy — lets AI agents monitor websites for changes
N/A N/A 83
29760
Bright-L01
The first NetworkX integration for Model Context Protocol, enabling graph analy…
N/A N/A 95
29761
Chaeyun06
Enables users to access Naver Maps API functionality including directions, plac…
N/A N/A 95
29762 N/A N/A 95
29763
tangled-mcp Claim 2
MCP server for Tangled git platform. Manage repositories, branches, and issues …
N/A N/A 81
29764
aicayzer
MCP server and CLI for the UK Companies House API. Search, filings, officers, d…
N/A N/A
29765 N/A N/A 95
29766
emailens-mcp
emailens-mcp Claim
# @emailens/mcp MCP server for email compatibility analysis. Analyze, preview,…
29767 N/A N/A 95
29768
bhsantos11
A Model Context Protocol server that provides access to messages from an extern…
N/A N/A 95
29769
kvmaker
discord-mcp Claim
N/A N/A 95
29770
ApacheBin
xbtest Claim
N/A N/A 95
29771
duaraghav8
MCPJungle Claim
Self-hosted MCP Server registry for enterprise AI Agents
N/A N/A 95
29772
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
29773
theYahia
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification.…
N/A N/A
29774
bd01010
A ChatGPT custom connector that enables users to access, create, and manage Goo…
81
29775
phillipclapham
Two-layer memory for AI agents with an immune system. Zero dependencies.
N/A N/A
29776 N/A N/A 95
29777
Read-only MCP server for the local Campus Copilot BFF and imported workspace sn…
N/A N/A
29778
chouayb123
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
81
29779
ninjasproxy
Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
N/A N/A 95
29780
pgiffy
Provide comprehensive 340B drug information and RxNorm API access to enhance dr…
N/A N/A 95
29781
mcpassistant
Provides comprehensive logging and monitoring capabilities for MCP services wit…
N/A N/A 95
29782
AI-Agent-Hub
Enables searching for AI agents by keywords or categories, allowing users to di…
N/A N/A 95
29783
git-fabric
An AI conversation management layer that enables creating chat sessions, persis…
81
29784
Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and…
N/A N/A
29785
pipeworx-io
holidays Claim
Holidays MCP — wraps Nager.Date API (free, no auth)
29786 N/A N/A 95
29787
ry-ops
Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
81
29788
MCP server for Overseerr media requests and discovery.
N/A N/A
29789
withoneai
pica Claim
Enable seamless interaction with over 100 third-party platforms through a unifi…
29790
NimbleBrainInc
Enables comprehensive issue tracking and project management through Linear's Gr…
81
29791
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
29792
mcpassistant
Provides programmatic access to MCP server testing, debugging, and validation c…
N/A N/A 95
29793
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
81
29794
kodey-ai
mapwise-mcp Claim
Send friendly, personalized greetings on demand. Generate quick salutations wit…
N/A N/A 95
29795
Academic literature search, citation graphs, and PDF conversion via Semantic Sc…
N/A N/A
29796
PierrunoYT
Enables high-quality AI image generation using the fal-ai/hidream-i1-full model…
81
29797
WispAyr
NetOps Claim
A comprehensive network management platform for tracking devices, sites, and to…
81
29798
my_namespace
server_name Claim
N/A N/A 95
29799
MCP-Mirror
Enables browser automation and web scraping through Playwright, supporting navi…
N/A N/A 95
29800
xiaobenyang-com
Search Berlin administrative services by name or topic. Get detailed requiremen…
N/A N/A 95
Showing 29751–29800 of 30006 servers
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