MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53151
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
53152
Automattic
Provides AI assistants with access to WordPress Design System component informa…
N/A N/A
53153
Exorust
A lightweight semantic ad-matching engine for LLMs that serves relevant adverti…
N/A N/A
53154
miantiao-me
Enables natural language search and querying of your GitHub starred repositorie…
53155
netique
overleaf-mcp Claim
An MCP server for Overleaf that allows Claude or other agents to navigate proje…
N/A N/A
53156
SelfPy
Academic peer-review and research workflow tools from [Science AI Journal](http…
53157
svretina
nougat-mcp Claim
Provides high-fidelity OCR for scientific PDFs using Meta's Nougat, with output…
N/A N/A
53158
essovius
Integrates Everything file search with Claude Desktop, enabling instant Windows…
N/A N/A
53159
RosenAdvertising
filevine-mcp Claim
MCP server for Filevine that enables natural language interaction with legal ca…
53160
roomi-fields
osc-bridge Claim
OSC ↔ MIDI/SysEx bridge for 849 synths and DAWs — a MIDI MCP and OSC MCP.
N/A N/A
53161
thehzuo
web-gui-mcp Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
N/A N/A
53162
zmzhace
A feature-rich Model Context Protocol server built with FastMCP that provides v…
81
53163
democratize-technology
Chronos MCP Claim
A comprehensive MCP server for CalDAV calendar management, supporting multi-acc…
53164
mashish
Analyzes log files locally using Ollama and files structured GitHub Issues auto…
N/A N/A
53165
darkClaw921
MCP server for interacting with Bitrix24 REST API, enabling CRUD operations on …
53166
fastmcp-me
A Model Context Protocol (MCP) server that provides line-oriented text file edi…
N/A N/A
53167
labsfuture
Convert Revit files to XKT, IFC, or DWG and query BIM data via natural language.
53168
mjramesh
Provides real-time London area intelligence including postcode data, crime, sch…
N/A N/A
53169
agentcivics
agentcivics Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
53170
TunnelMind
Scry Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
53171
rabqatab
Enables searching and retrieving Korean legal information including laws, court…
N/A N/A 95
53172
cbuntingde
A local-first MCP server for generating production-ready React UI components en…
N/A N/A 95
53173
ARQAWA
code_nav MCP Claim
Deterministic code navigation MCP server for Codex/CodeCLI that provides compac…
N/A N/A
53174
optimusbasti
Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
81
53175
wimi321
A standalone MCP server for Windows desktop control, enabling screenshots, mous…
N/A N/A
53176
VirtusLab-Open-Source
AI models access to the Strapi Context via the Model Context Protocol (MCP)
N/A N/A
53177
shadi-fsai
A Model Context Protocol server that enables AI assistants like Claude to progr…
81
53178
dwarvesf
A Model Context Protocol server that provides tools for interacting with databa…
81
53179
ThinkneoAI
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
81
53180
ryaker
A Model Context Protocol server that enables Claude to interact with MongoDB da…
53181
moxellabs
Atlas Claim
Local-first MCP server for querying multi-repo engineering documentation artifa…
N/A N/A
53182
Spera-Law-Group-LLC
accelo-mcp Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
53183
xavimf87
mcp-govern Claim
MCP server for investigating public transparency and detecting corruption patte…
53184
oregpt
Enables AI agents to interact with GitLab repositories, monitor documentation c…
81
53185
MCP-Mirror
Provides comprehensive access to Binance Futures API endpoints for account mana…
81
53186
Humotica
MCP server for Phantom Resume that enables cross-device AI session portability …
53187
Storybloq
Enables multi-lens code review by running 8 specialized reviewers in parallel, …
N/A N/A
53188
sixtdreanight
Run at http://127.0.0.1:3846 to provide AI tools (Claude Code, Cursor, etc.) wi…
N/A N/A
53189
ysntony
Provides read-only access to TikTok advertising data, including campaigns, ad g…
53190
Alemusica
Enables AI agents to read and manipulate visual UI designs drawn on a canvas, t…
N/A N/A
53191
tt-a1i
lore Claim
Enables AI agents to query project memory by linking code changes to the conver…
N/A N/A
53192
pawelojdowski
UODO MCP Claim
Enables searching and analyzing decisions from the Polish Data Protection Autho…
53193
104gogo
Enables to modify and manage XiaoZhi platform agents, including changing LLM, T…
53194
vkmech999
Instantly converts any running FastAPI application into an MCP server by parsin…
N/A N/A
53195
ConnorBritain
Read-only Model Context Protocol server for Microsoft SQL Server, enabling safe…
53196
vtomilin
mermaider Claim
Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
N/A N/A
53197
teacat99
提供交互式反馈MCP服务器,通过Web UI实现AI与用户的确认流程,提高开发效率并节省平台成本。
53198
kamusis
Enables full read-write access to PostgreSQL databases with transaction managem…
53199
deepmajithia
Provides retirement planning computations for AI agents, including Monte Carlo …
N/A N/A
53200
jason1365
MCP server for Donetick chores management, enabling AI assistants to list, crea…
Showing 53151–53200 of 53551 servers