MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40751
stayce
Enables lookup, search, browsing, and explanation of WHO's International Classi…
40752
codestra
sevdesk-mcp Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
40753
jehadbaniodeh
boq-mcp Claim
Enables natural language management of BOQ/Tendix project data, including hiera…
40754
maishsk
Enables stdio-only MCP clients to connect to IFTTT's remote MCP server by handl…
N/A N/A
40755
lee30934-byte
A personal desktop automation MCP server providing tools for screen/mouse/keybo…
N/A N/A
40756
matsjfunke
MCP server for debugging MCP host/client custom header implementation, with a t…
40757
tobyandrews1985
Basketeer Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
N/A N/A
40758
animicaorg
animica Claim
OpenAI-compatible AI inference, code, embeddings & agent tools for bots — and m…
40759
cletcher
chaprola Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
N/A N/A 83
40760
srod0010
sampling-mcp Claim
A minimal FastMCP server demonstrating the sampling mechanism, where the server…
N/A N/A
40761
LeticiaNascS
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
N/A N/A
40762
DumoeDss
Enables LLMs to list, open, and close installed software on Windows, macOS, and…
N/A N/A
40763
Menami-AI
menami Claim
Personalized restaurant recommendations, table bookings, and delivery via MCP, …
N/A N/A
40764
pawanpanpan
server_ Claim
N/A N/A 95
40765
AstroCorp
Enables AI assistants to search the internet using DuckDuckGo and extract clean…
N/A N/A
40766
Gargii-dev
Analyzes Amazon products with comprehensive insights including pricing, feature…
40767
rhayalcantara
Enables FTP file operations such as upload, download, list, and delete directly…
N/A N/A
40768
PaloAltoNetworks
Security-enhanced MCP Relay/Proxy server providing real-time AI threat protecti…
40769
tibuntu
renovate-mcp Claim
An MCP server for interactively reading, validating, previewing, and saving Ren…
N/A N/A
40770
zzgael
An MCP server that provides AI image generation using Google Gemini models with…
40771
IzzoIzzoIzzo
Provides tools to cache answers, run local compute, and retrieve stats, reducin…
N/A N/A
40772
universal-mcp
Provides a standardized interface for interacting with Google-Gemini's tools an…
40773
rishabhsfdc
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
N/A N/A
40774
Jyzus
Enables creating, reading, and managing HedgeDoc 1.x notes and Mermaid diagrams…
40775
bilal07karadeniz
Grafyx Claim
Enables AI coding assistants to understand codebase architecture in real time b…
N/A N/A
40776
Astrix-Labs
Open-source causal memory for AI agents: persistent, explainable, MCP-native me…
N/A N/A
40777
prak16
Install + verify the panini-connector SDK on self-hosted sites, driven by AI ag…
N/A N/A
40778
iamfaham
Provide seamless access to investor data through a dedicated MCP server. Enable…
N/A N/A 95
40779
mattcoatsworth
Enables sending messages, managing templates, uploading media, and configuring …
40780
amajorai
Provides tools for AI assistants to search and explore the Update Night catalog…
40781
philipk19238
Exposes Cursor's semantic code search through MCP, enabling tools like codebase…
N/A N/A
40782
potentgtm-prog
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
N/A N/A
40783
FDiskas
sonic-boom Claim
Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that …
N/A N/A
40784
NicolasAEV
Allows AI assistants to query public procurement opportunities, purchase orders…
40785
abhiyoheswaran1
agentloopkit Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
N/A N/A
40786
scmcphub
Enables querying celltype markers from CellMarker database using natural langua…
81
40787
CodefiLabs
mcp-proxy Claim
Bypasses Claude Desktop sandbox network restrictions by providing tools to fetc…
N/A N/A
40788
NigelVanHattum
mealie-mcp Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
81
40789
smitraonline
snow-mcp Claim
An MCP server for interacting with a ServiceNow instance via its Table API, ena…
40790
ffpy
my-mcp-ssh Claim
An MCP server that enables large language models to connect to remote servers v…
N/A N/A
40791
QWER-ASDF-1234
hachanha-mcp Claim
MCP server that converts user requests into deliberately poor drawing prompts, …
40792
honu-ai
Enables context-powered task management on Trello boards, automatically creatin…
40793
pereirrd
Stores and searches AI-generated knowledge about software projects, enabling Cu…
40794
pvoo
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
40795
pipeworx-io
Enables AI agents to search, query, and retrieve metadata from the Cook County …
40796
opastorello
creci-sp-api Claim
MCP server for querying real estate agents registered with CRECI-SP. Enables se…
40797
decionis
mcp Claim
Fail-closed policy gate for AI agent actions, with local evaluation and native …
40798
optimikelabs
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
40799
nevermined-io
Weather MCP Claim
Minimal MCP server exposing today's weather for a city via tool, resource, and …
40800
Rovemark
Logica Mind Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
N/A N/A
Showing 40751–40800 of 67197 servers
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