MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56251
Dokkabei97
Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
N/A N/A
56252
slack-samples
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
56253
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
N/A N/A 95
56254
swseo92
outlook-mcp Claim
N/A N/A 95
56255
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
56256
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
56257
hjpotter92
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
56258
atfinke
Unofficial MCP server for Eight Sleep, reverse-engineered from observed mobile …
N/A N/A
56259
perrynet
Enables AI assistants to interact with Salesforce organizations through project…
N/A N/A
56260
jamjet-labs
MCP stdio interceptor (`@jamjet/mcp-shim`) that applies one YAML policy file (b…
N/A N/A
56261
JackKuo666
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
56262
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
56263
CloneYourProj0
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
56264
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
56265
Automattic
Provides AI assistants with access to WordPress Design System component informa…
N/A N/A
56266
Exorust
A lightweight semantic ad-matching engine for LLMs that serves relevant adverti…
N/A N/A
56267
miantiao-me
Enables natural language search and querying of your GitHub starred repositorie…
56268
TechVest-Global
Enables AI-powered email management through Gmail, including search, send, draf…
N/A N/A
56269
netique
overleaf-mcp Claim
An MCP server for Overleaf that allows Claude or other agents to navigate proje…
N/A N/A
56270
SelfPy
Academic peer-review and research workflow tools from [Science AI Journal](http…
56271
svretina
nougat-mcp Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
N/A N/A
56272
miltonhit
Enables AI agents to query TibiaWiki data including creatures, items, NPCs, que…
N/A N/A
56273
roomi-fields
osc-bridge Claim
OSC ↔ MIDI/SysEx bridge for 849 synths and DAWs — a MIDI MCP and OSC MCP.
N/A N/A
56274
povfarwa
Enables autonomous digital forensics and incident response through 21 typed for…
N/A N/A
56275
GHGuide
Settled Claim
Enables AI agents to query a team's decision ledger to check if past decisions …
56276
harryhazza77
aws-safe-mcp Claim
A read-only MCP server for safe, structured investigation of AWS serverless res…
N/A N/A
56277
xxyyue
Headless MCP server for IDA Pro enabling on-demand database loading and program…
N/A N/A
56278
zmzhace
A feature-rich Model Context Protocol server built with FastMCP that provides v…
81
56279
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
56280
democratize-technology
Chronos MCP Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
56281
darkClaw921
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
56282
mashish
Analyzes log files locally using Ollama and files structured GitHub Issues auto…
N/A N/A
56283
iceener
Enables AI image generation and editing using Replicate's official models like …
56284
lychee20000105
A Chinese-friendly, locally running MCP server for WeChat Mini Program engineer…
N/A N/A
56285
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
56286
fastmcp-me
A Model Context Protocol (MCP) server that provides line-oriented text file edi…
N/A N/A
56287 N/A N/A 95
56288
alona-iaig
Enables AI agents to create and manage collaborative whiteboards with sticky no…
56289
yufeioptimal
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
N/A N/A
56290
UseAgents
UseAgents Claim
Discover developer tools, then fetch tool-specific implementation context befor…
81
56291
DakshBeep
CashBFF MCP Claim
CashBFF is a personal-finance MCP server for Claude. Connect your bank through …
56292
flightdb
FlightDB Claim
FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…
56293
akhilkannur
Salestools Club is a technical registry and audit of 300+ sales APIs and MCP se…
56294
elchika-inc
Enables Claude Code to query a TypeScript dependency graph and retrieve the min…
N/A N/A
56295
skyhook-io
radar Claim
Built-in MCP server for [Radar](https://radarhq.io), a modern Kubernetes visibi…
N/A N/A
56296
Customer LTV, churn risk, repurchase, lifecycle email, and winback intelligence.
N/A N/A 81
56297
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
56298
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
56299
Happm3p
A FastAPI server that enables interaction with YouTube's data through search, v…
N/A N/A 95
56300
geraservicesuk
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
N/A N/A 83
Showing 56251–56300 of 56925 servers