MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56951
elchika-inc
Enables Claude Code to query a TypeScript dependency graph and retrieve the min…
N/A N/A
56952
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
56953
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
81
56954
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
56955
Vt01nft
Enables AI agents to make gasless payments on Pharos blockchain using x402/EIP-…
56956
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
56957
KekwanuLabs
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
N/A N/A 83
56958
juSt-jeLLy
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
56959
akram-side-projects
Notebook MCP Claim
Provides AI assistants with deep semantic and runtime understanding of Jupyter …
N/A N/A
56960
brunoflma
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
56961
Particle-Academy
A dev-time MCP server that lets coding agents read documentation directly from …
N/A N/A
56962
fkesheh
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
N/A N/A
56963
pasie15
Integrates with the Neptime.io video platform, providing 39 tools for video man…
56964
CTlanston
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
N/A N/A
56965
teknoflame
Enables AI models to interact with a Mastodon account, including viewing the ho…
56966
TetiAI
pixserp Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
56967
u-daveblack
MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools…
56968
fredriksknese
Comprehensive MCP server for Proxmox VE with 68 tools and 4 resources covering …
56969
nguyennguyenit
sapo-mcp Claim
Model Context Protocol server for Sapo.vn POS & e-commerce platform, providing …
56970
clauxel
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
56971
badchars
An MCP server that enables AI agents to perform comprehensive GitHub security a…
56972
lmdrew96
MCP server for ChaosLimba — provides read-only access to the Romanian language …
N/A N/A
56973
velum-labs
Alma Atlas Claim
Enables AI agents to query live schema, lineage, and query-context across data …
N/A N/A
56974
maithanhduyan
A Model Context Protocol server providing current time retrieval and timezone c…
56975
davlgd
An MCP server that gives AI agents full access to the Clever Cloud API through …
N/A N/A
56976
Sindhura30
Collects page performance metrics using Playwright, CDP, and Lighthouse, and re…
N/A N/A
56977
elf004-star
Automatically generates borehole structure diagrams from well data, supporting …
N/A N/A
56978
fastmcp-me
A natural language interface for LLMs to manage, monitor, and query CockroachDB…
56979
BharathiDonku7
A production-grade MCP server that provides financial ML tools including RAG se…
N/A N/A
56980
sketch-hq
Sketch MCP Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
N/A N/A
56981
Pipelex
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
56982
retamayo
vigilante Claim
Records runtime events from any app via zero-code instrumentation and exposes t…
N/A N/A
56983
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
N/A N/A
56984
mnbro
Exposes read-only Aruba Fatturazione Elettronica API operations for managing el…
56985
counterpoint-studio
Inspect local audio files — playback, metadata, loudness, spectrogram.
N/A N/A
56986
GitJuhb
Enables comprehensive management of Zellij terminal workspace sessions, includi…
N/A N/A
56987
alejandro-ao
Provides access to the GNews API for searching news articles and getting top he…
56988
frase
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content.
N/A N/A 95
56989
@ilo.begashvili
browserbase Claim
N/A N/A 95
56990
pawanpanpan
server_ Claim
N/A N/A 95
56991
AccountantInc
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
56992
sundayz-hunter
MCP Recon Claim
A comprehensive MCP server for web security reconnaissance, providing tools for…
N/A N/A
56993
Nihility-Protoss
frida-mcp Claim
Frida MCP server enables AI models to perform dynamic analysis on mobile and de…
56994
caron14
Provides a RAG system for your Obsidian Vault using DuckDB and vector search, e…
N/A N/A
56995
andrewnexys
EdgeFinder Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
56996
yigitkonur
Spawn parallel autonomous AI agent sessions from a single MCP client. Each agen…
N/A N/A
56997
weester-yan
Provides current time and timezone conversion using IANA timezone names, with a…
N/A N/A
56998
PranavPradhan
sonicpi-mcp Claim
Enables AI-powered music generation and control of Sonic Pi through natural lan…
N/A N/A
56999
funphp
Enables AI agents to interact with Splunk SIEM and TheHive SOAR through a unifi…
N/A N/A
57000
CUTolu2021
Airtable MCP Claim
Enables comprehensive interaction with the Airtable Web API to manage bases, ta…
81
Showing 56951–57000 of 57160 servers