MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29245
Scored
2095
Verified
16951
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38251
PurpleSquirrelMedia
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
81
38252
Asaduzzamanhimel
Mockloop MCP Claim
An Intelligent Model Context Protocol server that generates mock servers from O…
81
38253
socials-zanskar
Enables interaction with the Nubra trading platform for authentication, instrum…
38254
kh0pper
Crow Claim
AI-powered project management with persistent memory, encrypted P2P sharing, an…
38255
eliteamz
Manage your Amazon seller account effortlessly. Create reports, update prices, …
N/A N/A 95
38256
TushaeBXN
engram Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
N/A N/A
38257
luweizheng
xhs-kit Claim
Enables automation of Xiaohongshu (Little Red Book) operations including conten…
N/A N/A
38258
jaspertvdm
Multi-sensory AI communication server for off-grid networks, enabling text to S…
N/A N/A
38259
cloudtype-examples
A Node.js MCP server providing user management, task management, and calculator…
38260
torykit
smithery Claim
N/A N/A 95
38261
universal-mcp
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
38262
heewon-chung
Enables AI assistants to search and retrieve cryptographic research papers from…
38263
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
38264
DavidLMS
IPMentor Claim
Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
38265
dakshp26
Enables MCP clients to list indexed PDF document collections and perform semant…
N/A N/A
38266
lennix1337
Lets AI agents read, edit, analyze, and refactor objects inside a GeneXus 18 Kn…
N/A N/A
38267
cevatkerim
Enables LLMs to safely execute code in isolated Docker containers with resource…
N/A N/A
38268
coderippr
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
81
38269
j0hanz
Gemini-powered MCP server for code analysis.
N/A N/A 95
38270
faizan45640
Provides tools to interact with the PostEx Merchant API for order creation, tra…
38271
GregoriSoria
Enables LLMs to interact with Billforward's billing and subscription management…
38272
ApentengJoseph
Provides structured tools for risk classification, SBAR generation, completenes…
N/A N/A
38273
rb58853
A simple MCP server implementation in Python using FastMCP and FastAPI, providi…
38274
neutral-Stage
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
N/A N/A
38275
JZ3736
A mock MCP server that exposes protein structure prediction tools (submit, stat…
38276
CSOAI-ORG
canada-aida-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38277
eugene-tarakanov-e8wt
telldone Claim
N/A N/A 95
38278
ROHWOOCHUL
test Claim
N/A N/A 95
38279 N/A N/A 95
38280
OFODevelopment
Supply chain & logistics intelligence — rate shopping across 85+ carriers, inve…
81
38281
RavaniRoshan
WinScript Claim
State-aware Windows automation MCP server for AI agents, enabling app control, …
N/A N/A
38282
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
38283
NeonSummit
UserGate MCP Claim
Offline-first Model Context Protocol server for UserGate public documentation, …
N/A N/A
38284
kioie
Minimal Go wrapper on the official [modelcontextprotocol/go-sdk](https://github…
N/A N/A
38285
derekslinz
Query 76 open data APIs — government, science, finance, environment, and more.
N/A N/A
38286
srinivasan-sundaresan95
orihime Claim
Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
N/A N/A
38287
bmlt-enabled
Search Narcotics Anonymous meetings worldwide via the BMLT directory.
38288
canberkesen48
obsyra Claim
N/A N/A 95
38289
dmang-dev
mcp-ppsspp Claim
An MCP server that exposes PPSSPP — the PlayStation Portable emulator — to any …
38290
monostate
Enables high-performance token sniping on Raydium DEX with multi-region support…
81
38291
ktg-one
stac2026 Claim
Personal AI infrastructure gateway orchestrating memory, workflow automation, k…
N/A N/A
38292
OldFamilyRecipe
Preserve grandma's handwritten recipe cards before they're lost. 13 MCP tools t…
38293
dolphinquant
echolon Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
N/A N/A
38294
lazymac2x
Cloudflare Workers MCP server: ai-token-counter
38295
zuansah.munggaran
pripera Claim
N/A N/A 95
38296
xue20010808
tlocal Claim
N/A N/A 95
38297 N/A N/A 95
38298
marcserrat
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling…
81
38299
LucasAllmaBI
Allows programmatic management of a Dify instance, including listing and creati…
38300
ezemiz
emplyx Claim
Emplyx HR Platform - 346+ tools for employees, schedules, time tracking & payro…
N/A N/A 83
Showing 38251–38300 of 40750 servers
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