MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33801
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
81
33802
devsung94
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
81
33803
elara-labs
Index your codebase. AI searches instead of re-reading files. 94% token savings.
N/A N/A
33804
JeronimoColon
Tidesman Claim
A free native MCP server for running and debugging Linux containers with Apple'…
N/A N/A
33805
fastmcp-me
Enables natural language querying and management of Snowflake databases, includ…
33806
Minhao-Zhang
Enables external applications to interact with an Obsidian vault through MCP to…
N/A N/A
33807
TunnelMind
Scry Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
33808
CSOAI-ORG
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
N/A N/A
33809
gattaa
uniboh Claim
MCP server for University of Bologna services, enabling access to Virtuale, tim…
33810
CSOAI-ORG
schema-validator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
33811
eleva
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
33812
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
33813
fdbadmin
Enables AI assistants to control Philips Hue smart lighting systems using natur…
N/A N/A
33814
ahasan722
Connects DHIS2 health information systems to AI assistants via the Model Contex…
33815
universal-mcp
Provides a standardized interface for interacting with Google-Gemini's tools an…
33816
xfloukiex-lab
An MCP server that records decisions, rejected alternatives, and justifications…
N/A N/A
33817
elliottlawson
Provides web search capabilities to AI assistants using the Kagi search API, en…
33818
rhayalcantara
Enables FTP file operations such as upload, download, list, and delete directly…
N/A N/A
33819
Jyzus
Enables creating, reading, and managing HedgeDoc 1.x notes and Mermaid diagrams…
33820
rishabhsfdc
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
N/A N/A
33821
pawanpanpan
server_ Claim
N/A N/A 95
33822
doobidoo
Static server that provides persistent tool-specific context and rules for AI m…
N/A N/A 95
33823
neuralnexustech
Cortex MCP Claim
Persistent brain, memory, loop controller, and reminder engine for AI coding ag…
N/A N/A
33824
tibuntu
renovate-mcp Claim
An MCP server for interactively reading, validating, previewing, and saving Ren…
N/A N/A
33825
Menami-AI
menami Claim
Personalized restaurant recommendations, table bookings, and delivery via MCP, …
N/A N/A
33826
potentgtm-prog
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
N/A N/A
33827
bollam1818
A demonstration MCP server that provides calculator tools for arithmetic operat…
N/A N/A 95
33828
olivier-motium
x-ai-mcp Claim 1
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
81
33829
cklose2000
Enables creation, optimization, and management of PineScript trading strategies…
N/A N/A
33830
mattcoatsworth
Enables sending messages, managing templates, uploading media, and configuring …
33831
NicolasAEV
Allows AI assistants to query public procurement opportunities, purchase orders…
33832
FDiskas
sonic-boom Claim
Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that …
N/A N/A
33833
diitrashed
Provides full programmatic access to Google Sheets, enabling CRUD operations, p…
33834
ssmanji89
Model Context Protocol server for interacting with the HaloPSA API, enabling AI…
81
33835
smitraonline
snow-mcp Claim
An MCP server for interacting with a ServiceNow instance via its Table API, ena…
33836
randysalars
Multi-advisor debate, institutional memory, trust scoring, and cognitive govern…
N/A N/A
33837
QWER-ASDF-1234
hachanha-mcp Claim
MCP server that converts user requests into deliberately poor drawing prompts, …
33838
honu-ai
Enables context-powered task management on Trello boards, automatically creatin…
33839
CodefiLabs
mcp-proxy Claim
Bypasses Claude Desktop sandbox network restrictions by providing tools to fetc…
N/A N/A
33840
pipeworx-io
Enables AI agents to search, query, and retrieve metadata from the Cook County …
33841
pvoo
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
33842
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
33843
pandashhh
Exposes an existing Anthropic documentation RAG service as tools (search_anthro…
N/A N/A
33844
Tairon-ai
Enables interaction with the Monad Testnet blockchain, including reading block …
33845
haribote
thmh Claim
MCP server providing component catalog tools (search_components, get_component_…
N/A N/A
33846
Song-JunHyeong
Appwrite MCP Claim
Enables AI agents to fully automate Appwrite backend operations with 143 tools …
81
33847
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
33848
mariomosca
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
33849
dbfournier33
outlook-mcp Claim
An MCP server that gives AI agents structured access to a Microsoft Outlook mai…
N/A N/A
33850
sunwu51
tavily-proxy Claim
A Cloudflare Worker that proxies requests to the Tavily API with automatic key …
81
Showing 33801–33850 of 66549 servers
« Prev 1 675 676 677 678 679 1331 Next »