MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61501
dendotai
tmdb-mcp Claim
An MCP server for managing TMDB lists (movies/TV) from any MCP client, with OAu…
61502
Narasimhan-Lab
tacc-mcp-bio Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
N/A N/A
61503
FYTJ
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
N/A N/A
61504
zc-libre
An MCP server that provides browser automation with anti-detect fingerprinting,…
N/A N/A
61505
sosadly
Enables AI assistants to build Minecraft models, textures, and animations direc…
N/A N/A
61506
monostate
Enables high-performance token sniping on Raydium DEX with multi-region support…
81
61507
ggaabe
postalform Claim
81
61508
imleokkkk
Multiply numbers quickly and accurately within your workflows. Automate repetit…
N/A N/A 95
61509
Blakeinstein
fast-mcp Claim
A minimal MCP server starter template with a simple hello-world tool and Docker…
N/A N/A
61510
humanjudge
HumanJudge Claim
Human-evaluation infrastructure for AI quality. 25,000+ blind human reviews by …
61511
Llldmiao
基于Model Context Protocol (MCP) 的A股实时行情查询服务器,支持查询A股实时价格、历史K线数据、财务信息及市场概况。
61512
sanchez314c
agent-nero Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
N/A N/A
61513
mauriziomocci
mcp-trove Claim
Manages a git-backed vault for plaintext snippets and encrypted secrets, enabli…
N/A N/A
61514
kakarot-joel-yy68
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
81
61515
pipeworx-io
Enables searching and querying City of Richmond GIS open geospatial datasets su…
61516
SindaBNO
eu-filings Claim
Access European company data and financial filings from multiple sources includ…
61517
basicmachines-co
Enables AI assistants to manage GoHighLevel CRM data including contacts, conver…
61518
im43ii
Analyze AI conversations to estimate token costs, detect waste, and generate op…
61519
elwizard33
MCP server for CyberPanel that enables AI-driven management of web hosting serv…
61520
yanggf8
Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including …
N/A N/A
61521
jordiHikefoxter
Enables to manage MySQL and MariaDB databases through natural language. Provide…
61522
Dangkoolwat
Fetches books by genre or subject from the Open Library API without requiring a…
61523
axysar
Enables LLMs to directly control, introspect, and build TouchDesigner networks …
N/A N/A
61524
sdesani
Enables interaction with FHIR APIs, specifically for Oracle Millennium Platform…
61525
HieuAnh87
MCP server for self-hosted Sentry instances, providing tools to query and triag…
N/A N/A
61526
chandhoke
An MCP server for browsing and downloading open-licensed imagery from major mus…
N/A N/A
61527
aether-platform
Enables AI agents to manage Supervisord processes (start, stop, restart, view l…
N/A N/A
61528
1Utkarsh1
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
N/A N/A
61529
kimmo.jarvinen
my-test Claim
N/A N/A 95
61530
TheRealAlexV
w2w-mcp Claim
MCP server integrating with When2Work scheduling API, enabling AI assistants to…
N/A N/A
61531
Maren-en
Enables Codex and Claude to generate or edit images using natural language via …
N/A N/A
61532
NEAT-Technologies
Provides AI agents with a live architecture model of a codebase, enabling queri…
61533
sirmews
mcp-upbank Claim
Enables querying Up Bank account transactions and spending habits through natur…
61534
DCSTOLF
Harpyja Claim
A precision code-retrieval MCP server for coding agents working in large, legac…
N/A N/A
61535
hacksurvivor
pathmark Claim
Local-first memory for MCP clients. It provides shared durable memory without r…
N/A N/A
61536
SaschaDeforth
Enables AI assistants to audit websites for AI-readiness, generate AI-optimized…
61537
recourseOS
RecourseOS Claim
MCP server that evaluates Terraform plans, shell commands, and tool calls to as…
N/A N/A
61538
tefunamu
A stateless RSS competitive-intelligence MCP server that fetches and filters RS…
61539
abdulrahman-nabil99
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
61540
grafuls
quads-mcp Claim
MCP server for interacting with QUADS infrastructure systems via API, enabling …
61541
chris-trag
pkg-peep Claim
Enables querying NPM package download statistics, metadata, and dependency info…
61542
MikeyBeez
A queue-based execution server that monitors a command queue and executes shell…
N/A N/A
61543
malkreide
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
61544
craig1901
Provides comprehensive data analysis utilities including statistical functions,…
N/A N/A
61545
technicallypete
outreacher Claim
AI-powered lead qualification system with an MCP server for Claude Desktop, ena…
61546
kirill-sviridov
handoff-mcp Claim
Provides persistent, cross-project memory for Claude over the Model Context Pro…
N/A N/A
61547
KKonstantinov
graphql2mcp Claim
Convert GraphQL schemas and endpoints into Model Context Protocol (MCP) servers.
61548
Mastan1301
Enables querying Google Maps and Places APIs for local businesses and tourist a…
61549
ReallyArtificial
engram Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
N/A N/A
61550
vansh216
MCP server for managing and analyzing expenses. Provides tools to add, list, su…
N/A N/A
Showing 61501–61550 of 66455 servers