MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39951
keen-mcp
Hosted MCP app for guided anxiety, depression, and well-being self-checks.
39952
xiaobenyang-com
text-toolkit Claim
Transform and format text quickly to keep content clean, consistent, and readab…
N/A N/A 95
39953
pipseedai
skyspark-mcp Claim
Enables AI assistants to interact with SkyFoundry SkySpark building automation …
81
39954
paoloamato2
Enables management of Keycloak identity and access management through the Keycl…
39955
EveryInc
Provides secure file access and clipboard history management for Claude AI and …
N/A N/A
39956
ppronobis
A local MCP server for analyzing DATEV bookkeeping data in natural language. It…
N/A N/A
39957
ergut
The first remote MCP server that enables Claude AI to extract transcripts from …
39958 N/A N/A 95
39959
Bluente
BluTranslate Claim
N/A N/A 95
39960
SyncTek-LLC
GhostQA Claim
AI personas navigate your web app in real browsers, find bugs and UX issues. No…
N/A N/A 83
39961
mediatriforce-create
mcp-zap Claim
MCP server for sending and receiving WhatsApp messages through Evolution API, e…
N/A N/A
39962
ifindv
ssh-mcp Claim
Enables LLMs to interact with remote servers via SSH, supporting command execut…
39963
Uncommontayo
A high-performance MCP server that enables AI assistants to interact with Gmail…
N/A N/A
39964
erikirby
DNS lookup, WHOIS, SSL checker, and HTTP status tools. Uses public APIs only, n…
N/A N/A
39965
cloakedagent
Give AI agents spending power without giving them your wallet keys. Cloaked cre…
N/A N/A 95
39966
fireberry-crm
Enables AI assistants to securely interact with Fireberry CRM, allowing metadat…
39967
hesoyamlp1
Enables AI assistants to generate images using NovelAI, supporting text-to-imag…
39968
FallDownTheSystem
Enables Claude to chat with various AI models and obtain multi-model consensus …
39969
199-biotechnologies
Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
N/A N/A 95
39970
theishangoswami
Enables AI assistants like Claude to perform web searches using the Exa AI Sear…
39971
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
39972
zacfire
Web Reader Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
N/A N/A
39973
hansyou
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
N/A N/A 95
39974
Mumega-com
Enables AI agents to publish and manage content on Inkwell sites via 12 tools, …
39975
cap5192
merakimcp Claim
N/A N/A 95
39976
govbase
Govbase Claim
Govbase provides U.S. federal policy data — search bills, executive orders, loo…
81
39977
simiancraft
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
39978
thefranceway
mcp-ad4m Claim
Enables Claude Code with persistent semantic memory, cross-session context, and…
N/A N/A
39979
masflame
afrikure-mcp Claim
N/A N/A 95
39980
LeonTing1010
Tap Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
81
39981
M1mino
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
39982
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
39983
archimedes-market
Read-only PostgreSQL analytics MCP server — query plans, slow queries, index us…
39984
archimedes-market
Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool…
39985 N/A N/A 95
39986
lawquarter
A secure MCP server that integrates with Clio practice management software, all…
N/A N/A 95
39987
jphittell
Catalog MCP Claim
Standalone read-only MCP server for browsing Oracle HDL business object metadat…
N/A N/A
39988
pipeworx-io
Discogs Claim
Discogs MCP — music release / artist / label database
39989
wyre-technology
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
39990
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
39991
KodyDennon
Provides AI agents with access to Statly SDK and API documentation, enabling se…
81
39992 N/A N/A 95
39993
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
39994
archimedes-market
Parse and analyze KiCad PCB files from AI agents — layer stackup, net listing, …
N/A N/A
39995
clauxel
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
39996
parasxos
C++26 paper reference MCP (`cpp26-ref`) backing a Claude Code plugin: `lookup_p…
N/A N/A
39997
matteo-gabrielli
weather-mcp Claim
N/A N/A 95
39998
Octen-Team
octen-mcp Claim
URL to LLM-ready markdown — plus per-page category, page_structure, and query-d…
N/A N/A
39999
bangslosan
wiki Claim
N/A N/A 95
40000
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
Showing 39951–40000 of 40420 servers
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