MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29227
Scored
2095
Verified
16951
Complete

Last updated 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
351
cafeTechne
Antigravity Link Claim
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
B 83 44 81 N/A N/A 70 83 98 HT
352
Web3Auth
Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.
B 83 66 78 88 96 57 81 91
353
lapfelix
XcodeMCP Claim
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to…
B 83 54 96 51 N/A 73 95 100
354
JustinBeckwith
gongio-mcp Claim 1
MCP server for Gong.io - access calls, transcripts, and users
B 83 54 73 76 N/A 79 95 96
355
mapbox
mcp-docs-server Claim 1
AI access to Mapbox docs, API references, style specs, and guides. No token req…
B 83 66 69 96 93 59 81 95
356
casibase
casibase Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
B 83 55 96 63 N/A 77 82 97
357
programinglive
An MCP server that enforces development discipline and workflow best practices,…
B 83 54 90 56 81 92 95
358
SanderMoon
local-brain Claim
A CLI tool for managing projects
B 83 44 68 N/A N/A 71 95 99
359
serenichron
mcp-cloudron Claim 2
An MCP server for managing Cloudron instances that enables monitoring and contr…
B 83 55 81 100 59 81 89
360
saidsurucu
YokTez MCP Claim
Enables searching the YÖK National Thesis Center and retrieving thesis contents…
B 83 66 86 93 88 48 81 91
361
ElliotPadfield
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
B 83 55 94 100 43 81 83
362
VladyslavMykhailyshyn
Provides seamless access to official Ukrainian government statistics from the S…
B 83 55 86 100 46 84 86
363
syucream
lightdash-mcp-server Claim 1
A MCP(Model Context Protocol) server that accesses to Lightdash
B 83 55 88 82 N/A 69 95 73
364
bshandley
Homelab MCP Server Claim
Enables Claude to monitor and manage homelab infrastructure including Docker co…
B 83 55 100 100 30 81 84
365
Agent-Hellboy
mcp-server-fuzzer Claim
A generic mcp server fuzzer
B 83 54 92 61 N/A 82 92 89
366
Higangssh
homebutler Claim
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
B 83 55 94 62 N/A 80 82 99
367
djalal
quran-mcp-server Claim
B 83 55 100 75 49 80 98
368
executeautomation
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
B 83 54 100 58 N/A 64 90 100
369
alt250
Famxplor Family Travel Activities
B 83 66 90 86 95 40 81 91
370
audibleblink
Tmux MCP Server Claim 1
Enables AI assistants to manage local tmux sessions, including creating and con…
B 83 55 72 100 N/A 38 95 100
371
uldyssian-sh
vmware-esxi-mcp Claim
Professional Model Context Protocol (MCP) server for VMware ESXi hypervisor man…
B 83 54 100 41 N/A 85 90 99
372
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 55 100 87 42 81 92
373
danielsimonjr
Math MCP Server Claim
Provides secure mathematical computation capabilities including expression eval…
B 83 55 96 58 82 80 98
374
Ansvar-Systems
mexican-law-mcp Claim
Mexican legislation via MCP — full-text search across statutes and provisions
B 83 54 75 93 N/A 46 95 95
375
alucardeht
Figma MCP Claim 1
Enables interaction with Figma files through intelligent API access, providing …
B 83 55 100 100 32 81 84
376
SnowLeopard-AI
bigquery-mcp Claim
A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
B 83 54 90 57 N/A 69 95 100
377
markswendsen-code
doordash Claim 1
MCP server for DoorDash - let AI agents order food delivery autonomously with b…
B 83 55 90 100 N/A 32 95 83
378
paralov
Enables AI coding tools to control Roblox Studio for workspace exploration, ins…
B 83 55 78 100 N/A 51 89 86
379
KyuRish
fiverr-mcp-server Claim
Search Fiverr gigs, sellers, pricing, and reviews. No API key required.
B 83 55 76 82 N/A 70 90 95
380
ammawla
ENCODE Toolkit Claim
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
B 83 55 88 74 N/A 68 95 87
381
homeassistant-ai
ha-mcp Claim
Comprehensive Model Context Protocol server for managing Home Assistant through…
B 83 54 78 70 N/A 92 88 93
382
karanb192
reddit-mcp-buddy Claim 1
Browse Reddit posts, search content, and analyze user activity without API keys…
B 83 55 100 82 N/A 88 90 48
383
Acceleronix
CMP MCP Server Claim
Enables integration with CMP (Connectivity Management Platform) API to query an…
B 83 66 100 86 98 29 80 84
384
Ansvar-Systems
tunisian-law-mcp Claim 1
Tunisia legislation via MCP -- full-text search across statutes and provisions
B 83 66 92 73 97 51 82 93
385
Ansvar-Systems
slovenian-law-mcp Claim
Query Slovenian statutes, court decisions, EU cross-references, and parliamenta…
B 83 54 71 92 N/A 63 95 89
386
jhlee0409
Elenchus MCP Server Claim 1
An adversarial code verification system that uses a Verifier-Critic debate loop…
B 83 55 90 82 N/A 73 95 69
387
egoughnour
massive-context-mcp Claim 1
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama infere…
B 83 55 72 82 N/A 77 95 90
388
p1va
symbols Claim
MCP server to read, inspect and troubleshoot codebase symbols
B 83 54 88 58 N/A 76 95 97
389
kraklabs
mie Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
B 83 54 96 53 N/A 84 95 89
390
cyanheads
mcp-ts-core Claim
Agent-native TypeScript framework for building MCP servers with declarative def…
B 83 54 84 75 N/A 70 92 90
391
khalilbalaree
undo-mcp Claim
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
B 83 55 90 75 N/A 45 95 100
392
jasonleinart
arxiv-mcp-server Claim 1
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
B 83 55 94 91 49 83 88
393
southleft
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
B 83 55 84 82 N/A 59 95 90
394
jeanlopezxyz
mcp-prometheus Claim
A Model Context Protocol (MCP) server for Prometheus monitoring
B 83 54 82 68 N/A 79 92 95
395
langchain-ai
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
B 83 54 72 73 N/A 80 95 100
396
codefriar
Exposes Salesforce CLI functionality to LLM tools like Claude Desktop, allowing…
B 83 55 72 100 N/A 43 95 93
397
maestro-org
Maestro MCP Server Claim
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
B 83 66 92 66 96 66 86 88
398
code-rabi
Interactive Brokers MCP Server
B 83 55 68 82 N/A 71 95 98
399
aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
B 83 55 100 70 71 82 85
400
Stig-Johnny
TOTP MCP Server Claim
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
B 83 54 94 66 N/A 54 95 100
Showing 351–400 of 40420 servers
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