MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34051
the-syz
Automates Ansys Fluent simulation workflows, enabling environment checks, case …
N/A N/A
34052
kiarashedraki
An MCP server that lets an MCP client manage a self-hosted obot MCP gateway via…
34053
yanexr
Enables AI assistants to search for images on Wikimedia Commons, returning stru…
34054
emaratHossain
MCP server for interacting with the Eventin booking system, enabling natural la…
N/A N/A
34055
adamruzicka
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
N/A N/A
34056
PetitOnes
An MCP server that gives Claude-based agents persistent long-term memory with s…
N/A N/A
34057
brunoflma
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
34058
rnd-pro
Multi-agent orchestration server that enables parallel task delegation, sequent…
N/A N/A
34059
Frejihyesos
Privacy-first Telegram MCP server enabling maintainers to triage chats, inspect…
N/A N/A
34060
seligj95
A hardened MCP server that enforces authentication via Easy Auth and OAuth, man…
34061
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
81
34062
alchiebinan21
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
N/A N/A
34063
techinfobel
MCP server for the Infobel GetData API, enabling AI agents to search businesses…
34064
gary109
A secure, read-only MCP server for browsing and searching files in a specified …
N/A N/A
34065
megha2432
Enables Claude to interact with Zeotap's Customer Data Platform through natural…
81
34066
edurodelg
Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with…
N/A N/A
34067
eren0315
nano-pdf-mcp Claim
Memory-efficient MCP server for reading and splitting large PDF files page by p…
N/A N/A
34068
firas-mcp-servers
K8s Lens Claim
MCP server for natural-language Kubernetes operations across single or multi-cl…
N/A N/A
34069
universal-mcp
Provides a standardized interface for interacting with Google-Gemini's tools an…
34070
mattcoatsworth
A comprehensive Model Context Protocol (MCP) server for interacting with Canva'…
34071
Obidel
MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other …
34072
solnk-dev
solnk-mcp Claim
Official Solnk MCP server — publish and schedule content across 9 platforms (X,…
34073
preludeorg
Enables searching and retrieving documentation for the Rust windows crate API t…
N/A N/A
34074
gabrielmrojas
An MCP server for PDF utilities including text extraction, metadata, merge/spli…
34075
mdvaleed7
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
N/A N/A
34076
FoundryNet
Domain & brand intelligence: company enrichment, tech stack detection, brand re…
34077
fe-m-bueno
mcp-me Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
N/A N/A
34078
caitlyn-ai
Exposes OpenAPI specifications as queryable documentation resources for LLMs, e…
34079
bemoregt
octave-mcp Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
N/A N/A
34080
JeefQueiroz
A Model Context Protocol server providing tools for focus assessment, study and…
34081
petebytes
log-essence Claim
Enables LLMs to analyze logs by extracting patterns, redacting secrets, and pro…
N/A N/A
34082
sanjibani
Campspot MCP Claim
Enables AI agents to query and manage campground reservations, sites, and rate …
34083
rainermokros
rues Claim
Enables querying the Colombian Business Registry (RUES) for company searches by…
N/A N/A
34084 N/A N/A 95
34085
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
N/A N/A 61
34086
Knuckles-Team
Enables AI agents to manage system updates, application installations, and remo…
34087
mirrorsecai
Provides secure text embeddings with privacy-preserving features using the Mirr…
34088
Asaduzzamanhimel
Mockloop MCP Claim
An Intelligent Model Context Protocol server that generates mock servers from O…
81
34089
samscarrow
oracle Claim
Connect to Oracle databases via MCP, providing secure read-only access with sup…
86
34090
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
34091
chirag127
Enables DuckDuckGo search capabilities with full content extraction for AI agen…
N/A N/A
34092
limithacker
基于百度图片搜索API,支持图片搜索、下载及格式转换的MCP服务器。
34093
fkesheh
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
N/A N/A
34094
os-tack
fcp-drawio Claim
MCP server that enables LLMs to create and edit draw.io diagrams using high-lev…
N/A N/A
34095
lianggaoyuan
GitBranchMCP Claim
A local-first MCP server for AI programming branch notes and mainline decision …
N/A N/A
34096
sjgant80-hub
MCP server for sovereign AES-256-GCM backup encryption and decryption. Enables …
N/A N/A
34097
elimyliu
Enables AI clients to read and write local infinite canvas data via MCP protoco…
N/A N/A
34098
CyprianFusi
Enables interaction with PostgreSQL databases through resources, tools, and pro…
34099
google
A Model Context Protocol (MCP) server for Chrome Enterprise Premium that expose…
34100
ClawResearch-Official
Enables AI assistants to interact with the ClawResearch autonomous AI research …
Showing 34051–34100 of 64728 servers
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