MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30724
Scored
2112
Verified
16953
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32201
axunrun
Exposes the official lark-cli as an MCP server, enabling agents to execute arbi…
32202
guille-near
Enables read-only access to personal bank accounts via the TrueLayer API, allow…
32203
ProcessQualitySolutions
Enables AI assistants to perform QC Database tasks such as uploading records, m…
N/A N/A
32204
adler0311
Research SEC filings by ticker or CIK to get company details, recent forms, and…
N/A N/A 95
32205
twenj
An MCP server that implements Project Memory Protocol (PMP) to manage shared pr…
N/A N/A
32206
Joakim-Sael
Enables AI agents to share and use community-contributed browser configs, dynam…
N/A N/A
32207 N/A N/A 95
32208
PlatAid
An MCP server for the Naver Search Ad API that enables querying campaigns, ad g…
32209
lxkang00
sdm-mcp Claim
MCP server to remotely control Siglent SDM3000 series digital multimeters via T…
32210
lxkang00
spd-mcp Claim
Enables remote control of Siglent SPD3303X DC power supplies via SCPI over TCP/…
N/A N/A
32211
sanookjung
Enables searching and retrieving detailed information about Thai juristic perso…
N/A N/A
32212
filinils
Hunchful Claim
A person's falsifiable, consent-based model of how they work best with AI (CMP)…
32213
Groupthink-dev
Enables AI agents to securely interact with Tailscale tailnets for device inven…
32214
Silimate
Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents…
N/A N/A 95
32215
edinetdb
Structured financial data for ~3,800 Japanese listed companies from EDINET regu…
32216
archivist-gg
archivist Claim
Provides read-only SRD lookup and deterministic enrichment tools for D&D 5e con…
N/A N/A
32217
jiroamato
Provides read-only tools to query live Polymarket prediction-market data via th…
32218
saichintamani
An MCP server that exposes certifications, projects, and an AI engineering lear…
N/A N/A
32219
devnullvoid
mcp-ssh-tmux Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
N/A N/A
32220
shashank524
Enables dynamic format selection (JSON, Parquet, Arrow IPC) for MCP tool output…
N/A N/A
32221
Truebases
Find opportunities, track market activity, and discover business signals with r…
N/A N/A
32222
Bombay
MCP server that generates fortune context packs based on Saju, Zi Wei Dou Shu, …
32223
burakaydinofficial
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
N/A N/A
32224
mstanton
Provides a secure gRPC transport layer for the Model Context Protocol (MCP) wit…
32225 N/A N/A 95
32226
rifujin123
jira-mcp Claim
Bridges AI assistants with Jira Cloud for issue management, search, comments, w…
32227
nsvk13
A Model Context Protocol (MCP) server that provides Claude Desktop with tools t…
32228
zexiro
waitloop Claim
Enables agents to create hosted waitlist pages with referral ranking, email cap…
32229
ruthvik-947
A local MCP server that maintains and serves personal identity context to LLMs.
N/A N/A
32230
NO-Product
A zero-database MCP knowledgebase template for Vercel that exposes static Markd…
32231
avdivo
MCP server for image recognition via OpenRouter AI. It sends an image to a prim…
N/A N/A
32232
hermannhahn
Unified MCP server with a web admin panel for dynamic tool and configuration ma…
N/A N/A
32233
Jasox1210
A tool that makes memories stored in ChatGPT accessible across various language…
N/A N/A 95
32234
jsamuel1
MCP server for analyzing OpenTelemetry traces with performance and error diagno…
N/A N/A
32235
Eynor-K
Local MCP server for urban analytics that wraps BlocksNet agent, enabling natur…
N/A N/A
32236
BilalTariq01
Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…
32237
CSOAI-ORG
ecommerce-ai-mcp MCP server by MEOK AI Labs
N/A N/A
32238
avac22
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
32239
Lars-Albinsson
Enables AI-assisted debugging of React applications by providing browser contro…
N/A N/A
32240
ferinator
BullRun Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
32241
nzwi263
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
32242
andresfortunato
An experimental MCP search server for Claude Code. Returns raw, verbatim web co…
N/A N/A
32243
iceener
Streamable HTTP MCP server for Gmail that enables AI agents to search threads, …
32244
sailorpepe
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
32245
lambda-tuber
An MCP server that visualizes bookkeeping elements like journal entries and T-a…
N/A N/A
32246
arcticgreyy
Enables Claude to access and analyze your paid media campaign data, team struct…
N/A N/A
32247
MCPForgeHQ
stripe-mcp Claim
MCP server for the Stripe API with 10 tools covering payments, customers, invoi…
32248
Lupiita4
Enables sending and managing emails via Postmark, including email delivery with…
N/A N/A
32249
ecoclaw
ecoclaw-mcp Claim
Manages local AI skills for Claude Desktop, enabling listing, running, tuning, …
N/A N/A
32250
lemaiwo
A config-driven MCP server that exposes OData and REST APIs as MCP tools, enabl…
N/A N/A
Showing 32201–32250 of 64766 servers
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