MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 9 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66901
sanjibani
MCP server for interacting with Realm MinistryPlatform data, enabling queries, …
— ○ ⏳ — — — — — —
66902
GautamVhavle
Enables natural language interaction with JSON files, providing tools to load, …
— ○ ⏳ — N/A N/A — — —
66903
CAPTW
Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARP…
— ○ ⏳ — N/A N/A — — —
66904
trustxai
airbyte-mcp Claim
Enables interaction with an Airbyte instance through natural language, supporti…
— ○ ⏳ — — — — — —
66905
corrupt952
nooon Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
— ○ ⏳ — — — — — —
66906
dvcrn
This MCP server provides access to DEVONthink functionality via the Model Conte…
— ○ ⏳ — N/A N/A — 95 —
66907
sriram-mk1
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
— ○ ⏳ — N/A N/A — — —
66908
SylphxAI
Provides a universal read path for agents to extract facts, metadata, and prove…
— ○ ⏳ — — — — — —
66909
kavinr24
Connects Roblox Studio to local AI agents via HTTP, allowing them to control St…
— ○ ⏳ — N/A N/A — — —
66910
dmcteknoloji
Provides read-only SQL Server health and diagnostic tools using DMVs, enabling …
— ○ ⏳ — — — — — —
66911
stwomack
Enables basic banking operations (CRUD) with persistent MongoDB storage, suppor…
— ○ ⏳ — — — — — —
66912
joon-labs
ms-teams-mcp Claim
Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the M…
— ○ ⏳ — N/A N/A — — —
66913
ralfboltshauser
Enables users to research, quote, apply, and bind pet insurance through natural…
— ○ ⏳ — — — — — —
66914
tsuruokashun08
Provides Japanese tax and invoice utilities such as consumption tax calculation…
— ○ ⏳ — N/A N/A — — —
66915
devprashant19
CodeLens MCP Claim
A local MCP server that enables LLM clients like Claude to perform semantic cod…
— ○ ⏳ — N/A N/A — — —
66916
jkamilo81
Downloads the Colombian Diario Oficial daily PDF from the Imprenta Nacional pub…
— ○ ⏳ — N/A N/A — — —
66917
KirillSerchenko
Exposes 27 product tools (CRUD, search, stats, recommendations) backed by fakes…
— ○ ⏳ — — — — — —
66918
GhostTypes
A comprehensive MCP server providing real-time Pokemon Go data including events…
— ○ ⏳ — — — — — —
66919
danielkliem
Lets Claude read recipes from your Cookidoo account and create TM7-optimized cu…
— ○ ⏳ — N/A N/A — — —
66920
avg-ape
An MCP server that provides operational tooling over the GitHub API — issue tri…
— ○ ⏳ — — — — — —
66921
Himan-D
Connects AI assistants to a persistent memory engine with Neo4j knowledge graph…
— ○ ⏳ — — — — — —
66922
beingmartinbmc
jambavan Claim
An MCP server that provides coding models with a live code index, inferred code…
— ○ ⏳ — N/A N/A — — —
66923
leologoli
agymcp Claim
Wraps the Antigravity CLI (agy) as an MCP server, enabling Claude Code and othe…
— ○ ⏳ — N/A N/A — — —
66924
unravel-team
MCP Analyst Claim
Enables Claude to analyze local CSV or Parquet files, handling larger datasets …
— ○ ⏳ — N/A N/A — — —
66925
albinjal
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
— ○ ⏳ — — — — — —
66926
KrithikVishal
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
— ○ ⏳ — N/A N/A — — —
66927
synchronicity-labs
Enables AI agents to create lipsync videos, manage assets, and check generation…
— ○ ⏳ — — — — — —
66928
jorgecensi
Enables Obsidian users to interact with various APIs through natural language b…
— ○ ⏳ — N/A N/A — — —
66929
knewnothing-git
Enables AI assistants to interact with Ansys simulation software (Fluent, MAPDL…
— ○ ⏳ — N/A N/A — — —
66930
SuperInstance
Enables Claude Code to query and control the SuperInstance fleet, including fle…
— ○ ⏳ — — — — — —
66931
elchika-inc
Enables web crawling and content extraction from web pages, supporting multiple…
— ○ ⏳ — — — — — —
66932
henrysouchien
fmp-mcp Claim
Enables AI agents to analyze stocks, screen markets, compare peers, read earnin…
— ○ ⏳ — — — — — —
66933
Knuckles-Team
Enables to manage Nextcloud files, user info, sharing, calendar, and contacts t…
— ○ ⏳ — — — — — —
66934
sepfazeli
An MCP server that lets you log and query your own spending through natural con…
— ○ ⏳ — N/A N/A — — —
66935
LilycleHeart
Enables remote management and debugging of AstrBot servers via SSH, including l…
— ○ ⏳ — — — — — —
66936
coreviz
CoreViz MCP Claim
Exposes a visual library with semantic search, tagging, editing, and management…
— ○ ⏳ — N/A N/A — — —
66937
acekapila
A Model Context Protocol (MCP) server that provides integration with Things 3 a…
— ○ ⏳ — N/A N/A — — —
66938
brentm5
Gives AI assistants access to your Paprika Recipe Manager data by unpacking rec…
— ○ ⏳ — N/A N/A — — —
66939
matt-dreyer
MCP server for EG4 solar inverters, enabling real-time monitoring, performance …
— ○ ⏳ — — — — — —
66940
wyre-technology
abnormal-mcp Claim
An MCP server for Abnormal Security, enabling management of threat detection, e…
— ○ ⏳ — — — — — —
66941
xinbenlv
mcpsq Claim
A simple MCP server to discover and manage MCP servers. Provides tools to find,…
— ○ ⏳ — — — — — —
66942
F4CTE
Enables AI assistants to interact with the Polyforge prediction market platform…
— ○ ⏳ — — — — — —
66943
megabytefisher
mcp-wrap Claim
Wraps another MCP server to allow lifecycle management (start/stop/restart) and…
— ○ ⏳ — N/A N/A — — —
66944
helbertparanhos
The most complete Cloudflare MCP — 69 tools over the REST API v4 (DNS, Zones, W…
— ○ ⏳ — N/A N/A — — —
66945
QWED-AI
QWED-MCP Claim
Enables deterministic verification for AI assistants by executing Python code t…
— ○ ⏳ — N/A N/A — — —
66946
GiftBanda
MCP Server Claim
A simple MCP server that exposes a createUser tool to add users to a local JSON…
— ○ ⏳ — N/A N/A — — —
66947
Abhinab-Handique
DB_Talk Claim
Enables natural language interaction with SQLite databases using LangChain and …
— ○ ⏳ — N/A N/A — — —
66948
cmskunkworks
app-seo-ai Claim
— ○ ⏳ — N/A N/A — 95 —
66949
pipeworx-io
mcp-statcan Claim
MCP server providing access to Statistics Canada time-series data via web data.
— ○ ⏳ — — — — — —
66950
Rajendar-Muddasani-2
A production-ready MCP server for JIRA integration that enables AI assistants t…
— ○ ⏳ — — — — — —
Showing 66901–66950 of 68965 servers