MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65901
eyeduck-ai
vghsdk-mcp Claim
MCP server for querying patient, surgery, outpatient, inpatient, consent, and I…
65902
metaplex-foundation
Provides basic Solana RPC methods and prompts for AI models to interact with th…
65903
oliver-charles-rene-grabner-hju9
Composer Claim
<p align="center"> <img src="https://github.com/OliverGrabner/composer-mcp/ra…
N/A N/A 95
65904
teodorofodocrispin-cmyk
PII sanitization layer for autonomous AI agent pipelines. Detects and redacts e…
65905
bobmatnyc
notion-mpm Claim
Enables interaction with Notion workspaces through a comprehensive set of tools…
65906
infinity-ai-dev
SyncContext Claim
MCP server that provides a shared semantic memory layer for AI coding agents, e…
N/A N/A
65907
bluewings1211
Enables AI agents to chat with codebases by indexing local directories or GitHu…
N/A N/A
65908
bpawnzZ
Enables Yandex search with advanced content extraction, analysis, and LLM-conte…
65909
converged-computing
hpc-mcp Claim
Provides MCP tools for high-performance computing (HPC) and converged computing…
N/A N/A
65910
Benita2001
AgentLedger Claim
MCP server that stores AI agent reasoning traces permanently on 0G Storage, ena…
65911
daedalus
Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
N/A N/A
65912
shmaxi
Enables manipulation of Excel files including creating, reading, writing data, …
65913
SebAustin
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
65914
ai-research
Airesearch Claim
N/A N/A
65915
Muqaram0
Provides structured pentesting methodology knowledge base with 7 read-only tool…
65916
wyh0626
Enables AI coding assistants to store and retrieve persistent long-term memory …
N/A N/A
65917
gurunate
node-mcp-poc Claim
A minimal MCP server that exposes tools for addition, echoing text, time lookup…
65918
haksndot
Provides persistent memory storage for AI agents with full-text search, tagging…
N/A N/A
65919
thousandmiles
Bridges MCP and LSP to enable semantic code analysis, including go-to-definitio…
N/A N/A
65920
dbuxton
litmos-mcp Claim
Read-only MCP server for Litmos LMS that exposes user profiles, course results,…
N/A N/A
65921
glonorce
Blender MCP Claim
Enables AI assistants to create, inspect, and animate 3D scenes in Blender thro…
N/A N/A
65922
peteraspenberg
An MCP server that enables viewing all screens and controlling mouse and keyboa…
N/A N/A
65923
namabile
An MCP server for executing Malloy queries and managing Malloy resources.
65924
Maxed-OSS
maxed-mcp Claim
MCP server providing deterministic accounting tools for AI agents, including ba…
N/A N/A
65925
ayigityol
aseprite-mcp Claim
MCP server for Aseprite — create, edit, and export pixel art sprites, animation…
N/A N/A
65926
boyonglin
A lightweight MCP server that enables AI assistants to search and read skills f…
65927
NG-PR0JECT
mcp-watched Claim
API-first website change detection with native MCP support
65928
mahmutcanborann
An AI-powered EV Digital Twin platform for battery health monitoring, predictiv…
N/A N/A
65929
Rizzpect
A Model Context Protocol server that enables AI assistants to manage and intera…
N/A N/A
65930
differentstuff
A session-based thinking workspace for Claude that preserves and structures rea…
N/A N/A
65931
kerrybackapps
Enables querying Rice Business Stock Market Data Portal using natural language …
65932
itsDurvank
A dual-server MCP implementation with task-based AI processing using Google Gem…
81
65933
bulutarkan
Mac MCP Claim
A local macOS MCP server for AI Agents that exposes safe endpoints for shell co…
N/A N/A
65934
Milad
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
65935
adamdavis99
ilovepdf-mcp Claim
An MCP server that integrates the iLovePDF API to enable PDF manipulation tasks…
65936
Pavankurapati03
A Python-based MCP server that provides mathematical tools like addition and ra…
N/A N/A
65937
namjiman
db_mcp Claim
Enables searching and retrieving full text and translations from the Korean Cla…
65938
slavpilus
Enables customer support across e-commerce platforms by providing order managem…
65939
fouradata
mcp Claim
Reliable web access for AI agents: smart HTTP, rotating proxies, and full-brows…
65940
ivarrian
Provides access to Victoria, Australia's public holidays and important dates vi…
65941
ruchit
mcpgsc Claim
N/A N/A 95
65942
feamster
spark-mcp Claim
Enables users to access, search, and analyze Spark Desktop meeting transcripts …
N/A N/A
65943
DevMuneeb
An MCP server that indexes codebases into a local graph and provides on-demand …
N/A N/A
65944
borgius
Enables AI assistants to search for jobs across multiple platforms (Indeed, Lin…
65945
artryazanov
MCP server that fetches raw HTML content from a given URL to provide web contex…
65946
Lil-Code30
MCP server that integrates the National Weather Service API to fetch weather al…
65947
anastasiakrause
Provides intelligent weekly schedule analysis from Google Calendar, including d…
N/A N/A
65948
mfdaves
okf-mcp Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
N/A N/A
65949
duyngo91
Enables analysis of Karate framework feature files, extracting dependencies and…
N/A N/A
65950
rnd-pro
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
N/A N/A
Showing 65901–65950 of 66394 servers