MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37201
agaonker
Provides tools for file system operations and text generation using OpenAI-comp…
37202
huginnnx
A Jira and Tempo Cloud MCP server with file-based profiles for multi-site acces…
N/A N/A
37203
wu-yu-pei
Enables two or more Claude Code terminals on the same machine to communicate by…
N/A N/A
37204
Ppp111ppp111
Enables creditworthiness analysis for non-traditional borrowers using rule-base…
37205
FoundryNet
Domain & brand intelligence: company enrichment, tech stack detection, brand re…
37206
firas-mcp-servers
K8s Lens Claim
MCP server for natural-language Kubernetes operations across single or multi-cl…
N/A N/A
37207
jbrandtmse
MCP server for InterSystems IRIS that provides 8 tools including ObjectScript e…
37208
czwziy
Comprehensive MCP server for academic research workflows, enabling paper search…
N/A N/A
37209
kofujimura
tctc-mcp Claim
Exposes ERC-7303 token-controlled roles to AI agents, enabling permission check…
37210
FarseenSh
Enables Claude to access, analyze, and visualize Solana blockchain data through…
37211
myaitoken
myai-mcp Claim
Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, …
N/A N/A
37212
ClousAI
Provides access to SEC/EDGAR filings data through the Clous API, enabling searc…
37213
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
N/A N/A 61
37214
stevensu1977
MCP Example Claim
A demonstration MCP server that fetches web content and monitors system informa…
N/A N/A
37215
jktjj
jktjj-mcp Claim
MCP server for AI agent access to JKTJJ's structured BJJ data — gyms, coaches, …
37216
AgentMP
Bridges Claude Desktop with a HITL escalation service, enabling creation, appro…
37217
LBD-mocha
munyeona-mcp Claim
야간·휴일에 문 연 병원, 약국, 응급실 후보를 찾고 전화 확인 문구, 카카오맵 링크, 방문 체크리스트까지 만드는 상용 지향 MCP 서버입니다…
N/A N/A
37218
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
37219
helbertparanhos
The most complete Resend email MCP — full API coverage (75 tools) plus a unique…
37220
rishabhg
growwmcp Claim
N/A N/A 95
37221
Tekgnosis
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via …
37222
thebtf
camofox-mcp Claim
Enables AI agents to control a CamoFox anti-detect browser via MCP tools, suppo…
N/A N/A
37223
Echolonius
Solana token due-diligence: 3-source fused risk verdict incl. LP-lock depth. $0…
37224
bytario Claim 1
40 MCP tools for image, PDF, QR, barcode, data, text, color, and render operati…
N/A N/A 69
37225
pipeworx-io
MCP server for accessing Kansas City, MO open data through the Socrata SODA API…
37226
surbhimotghare
MCP-Server Claim
Enables web search via Tavily API and URL shortening with custom aliases and fa…
37227
teamsincetoday
Extract shoppable products from newsletter content with affiliate signals.
N/A N/A 75
37228
skot
mcp-ssh-tool Claim
A Model Context Protocol (MCP) SSH client server that provides autonomous SSH o…
N/A N/A
37229
adou0510
flomo-mcp Claim
Enables writing and managing notes in flomo through MCP tools, resources, and p…
N/A N/A
37230
fabiohsan-dev
Enterprise-level MCP server integrating with Vista CRM (Loft Edition) for real …
37231
Abderraouf-yt
Skill7 Claim
Provides 634+ curated production-ready AI skills for any MCP-compatible client,…
37232
optimikelabs
Enables AI-assisted task management by extracting and querying Obsidian Tasks f…
N/A N/A
37233
Outlook Claim 2
Outlook integration with OAuth, message search, batch operations, and calendar …
N/A N/A 61
37234
theYahia
xendit-mcp Claim
MCP server for Xendit payment gateway (Indonesia/Philippines) that provides too…
37235
junter1989k-ai
France shipping labels for AI agents: buy Mondial Relay and more, track and ref…
37236
advenimus
Enables AI assistants to fully access and manage SyncroMSP resources including …
37237
MichaelTendoSsemwanga
Provides dev-server lifecycle management and Chrome browser automation tools (1…
N/A N/A
37238
dakshp26
Enables MCP clients to list indexed PDF document collections and perform semant…
N/A N/A
37239
nurked
imail-mcp Claim
MCP server that connects Claude to iCloud Mail, enabling reading, searching, se…
N/A N/A
37240
FoxPink-dev
AI-powered Odoo engineering platform providing static analysis, domain knowledg…
N/A N/A
37241
hvkshetry
Enables interaction with InvenTree inventory management system, providing tools…
37242
kira4094
Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision mode…
37243
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
37244
official-Arvind
A professional, full-fidelity MCP server enabling AI agents to fully control an…
37245
meruada
server Claim
Investment sentiment, predictions, and analyst track records for stocks and cry…
N/A N/A 95
37246
jamesdowzard
MCP Apps POC Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
81
37247
digital-go-jp
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
37248
Malnati
Mermaid to assets. Source code to maps. MCP for agents.
N/A N/A
37249
zerox2f
Remote HTTP/SSE MCP server for web search with full page content extraction, se…
37250
SureshKhemka
A single, queryable source of engineering constraints that coding agents consul…
Showing 37201–37250 of 64636 servers
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