MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43901
NoTalkTech
Provides seamless access to StackOverflow's Q\&A database through MCP, enabling…
43902
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
43903
cogniahq
Enables AI assistants to query end-to-end encrypted memories from Cognia worksp…
43904
raihan0824
Provides access to Prometheus metrics and queries, allowing AI assistants to ex…
43905
alien-agent
Provides LLM agents with read-only access to FatSecret's food and recipe databa…
43906
goodtoknow-online
goodtoknow Claim
N/A N/A 95
43907
fr1pp
nexus-mcp Claim
A local MCP server for Nexus Mods mod discovery and research, backed by the v2 …
43908
01ai-Admin
Enables creation, verification, and evolution of cryptographically verifiable A…
N/A N/A
43909
donald-ada
mysql Claim
A Model Context Protocol (MCP) server for interacting with MySQL databases. Pro…
43910
Cars-10
Comprehensive MCP server for PTC Windchill PLM, providing 64+ tools across 7 ag…
43911
vfh-tech
Enables AI agents to read, write, and manage Google Sheets using the Google She…
43912
democratize-technology
Chronos MCP Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
43913
Jan-Stepien
QuickHelp Claim
free dev tools (JWT, JSON, Base64, image converter, hash, UUID, and more) — eac…
43914
Pollo3470
Enables natural language interaction with MoviePilot media library automation, …
N/A N/A 95
43915
kev489
Enables Claude Code to delegate web research and image generation to ChatGPT vi…
N/A N/A
43916
emasoudy
A custom MCP server that connects to self-hosted Mem0 API instances, enabling C…
N/A N/A
43917
kolonialno
oda-mcp Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
81
43918
Livshitz
mcp-github Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
43919
ayush-oswal
A Model Context Protocol (MCP) server that enables Claude to automate Twitter p…
43920
jesonchen123
Modular monolithic FastAPI shared AI service platform providing config center, …
43921
fpytloun
mnemory Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
43922
unknown-sh
Provides AI assistants and MCP clients with API access to manage Firewalla MSP …
43923
eeantoss
Enables executing SQL queries, managing databases, and switching between multip…
N/A N/A
43924
Tavaresiqueira
Enables AI assistants to query personal Duolingo metrics such as daily XP, sess…
N/A N/A
43925
nadeemmhdm
Enables Claude Desktop to control mouse, keyboard, and clipboard on Windows, al…
N/A N/A
43926
TyrelCB
rag-mcp Claim
Hybrid RAG over Claude Code and Hermes session history via MCP tools for search…
N/A N/A
43927
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
43928
navanithbharadwaj
streams Claim
N/A N/A 95
43929
mobilebiz
MCP server that provides SMS sending, CSV bulk SMS, and voice calling capabilit…
43930
kaminari-ad
Lets AI agents launch scans, inspect results, manage campaigns and policies, an…
43931
AI-Product-Allen-Yu
Enables store operations including inventory and sales queries and automated re…
43932
dukeguykr
nara-bid-mcp Claim
Enables searching Korean procurement notices from the public data portal, with …
43933
Rug-Munch-Media-LLC
33 crypto security tools via x402 micropayments. Auto-refund guarantee. $0.01-$…
43934
wlyonscat
An MCP server that enables AI assistants to interact with LinkedIn, including j…
N/A N/A
43935
bgx4k3p
MCP server providing full coverage of the Huly SDK — issues, projects, workspac…
N/A N/A
43936
leosakharoff
Bandcamp MCP Claim
Enables searching and browsing Bandcamp for albums, artists, tracks, and tags, …
43937
HarshitSingh-PM
MCP server to score, tailor, and edit resumes on JuicedResume from any MCP clie…
43938
chenyeju295
MCP服务器用于扫描iOS项目,生成改造计划和Cursor规则,帮助开发者逐步优化代码迁移。
N/A N/A
43939
RFingAdam
Enables AI agents to control Copper Mountain Vector Network Analyzers over TCP/…
43940
johndavedecano
A Model Context Protocol server that enables unified fuzzy searching across mul…
N/A N/A
43941
tothienbao6a0
Enables AI agents to extract design systems, analyze components, and maintain d…
N/A N/A
43942
nonnname
ZenMoney MCP Claim
Read-only MCP server for ZenMoney that syncs financial data into memory and exp…
43943
ro-kannan
Exposes a governed lending portfolio (loans, customers, risk-tier history) to a…
43944
ben-vargas
Enables indexing and searching Obsidian notes via MCP, using Cloudflare's serve…
N/A N/A
43945
soyrochus
Enables MCP-compatible clients to leverage OpenAI's multimodal capabilities (vi…
43946
sinkiangscorpio
suna11 Claim
N/A N/A 95
43947
fb0sh
mcptools Claim
An MCP server providing built-in system info and nmap network scanning tools, w…
43948
fastmcp-me
Provides web, image, and news search capabilities via the 4get meta search engi…
43949
cornelcroi
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
43950
bartonguestier1725-collab
scout-mcp Claim
Multi-source search across code registries (GitHub, npm, PyPI), academic indexe…
81
Showing 43901–43950 of 67197 servers
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