MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41951
Ishaan24687
Connects Claude Desktop to a healthcare claims database for natural-language an…
— ○ ⏳ — N/A N/A — — —
41952
Cronlytic
A comprehensive Model Context Protocol (MCP) server that integrates with the Cr…
— ○ ⏳ — — — — — —
41953
BumpyClock
An MCP server that provides file and directory tools for LLMs, including projec…
— ○ ⏳ — N/A N/A — — —
41954
Milad
A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…
— ○ ⏳ — — — — — —
41955
online111111
Provides advanced web search, content extraction, site crawling, mapping, and A…
— ○ ⏳ — — — — — —
41956
friofry
Sheet music (PDF, photo, scan) to MusicXML: recognise, describe, extract parts,…
— ○ ⏳ — — — — — —
41957
andrewmalov
mcp-imap Claim
Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
— ○ ⏳ — N/A N/A — — —
41958
LazaUK
Enables AI agents to query and mutate data in Microsoft Fabric data warehouse v…
— ○ ⏳ — — — — — —
41959
grabarnick
Minimal MCP server for integrating with amoCRM (API v4): manage deals, contacts…
— ○ ⏳ — — — — 81 —
41960
F43nris
An MCP server for searching Sparkasse bank branches and ATMs by location, with …
— ○ ⏳ — — — — — —
41961
hemanth
Enables running an MCP server on Cloudflare Workers with OAuth authentication, …
— ○ ⏳ — — — — — —
41962
keijeizei
An MCP server that provides HTTP client capabilities with support for full HTTP…
— ○ ⏳ — — — — — —
41963
ozgureyilmaz
Enables efficient code execution in a secure sandbox with 98.7% token reduction…
— ○ ⏳ — N/A N/A — 95 —
41964
ergunsh
ask-user Claim
An MCP App that enables AI agents to ask users multiple questions with tab-base…
— ○ ⏳ — — — — — —
41965
novica-ai
SendFast Claim
Agent-native marketing email: draft, edit, screenshot, and send from your verif…
— ○ ⏳ — — — — — —
41966
CollHub Claim 1
Documents, projects, comments, workflows and data sources of your CollHub insta…
— ○ — N/A N/A — 81 —
41967
jessn-dev
agenticscope Claim
A read-only MCP server that provides AI agents with live, structured workspace …
— ○ ⏳ — N/A N/A — — —
41968
qemqemqem
Connects your Amazing Marvin productivity system with AI assistants like Claude…
— ○ ⏳ — N/A N/A — — —
41969
AiAgentKarl
MCP server for shared context caching with trust verification -- AI agents shar…
— ○ ⏳ — — — — — —
41970
khirazo
A Docker-based relay service that simplifies authentication and provides audit …
— ○ ⏳ — N/A N/A — — —
41971
dougdaley
Provides double-entry accounting ledger creation, transaction recording, and fi…
— ○ ⏳ — N/A N/A — 95 —
41972
banstack
Light-weight MCP server to save and manage apartment listings to a shared Googl…
— ○ ⏳ — — — — — —
41973
marchward
mcp-server Claim
Runtime authority for AI agents: credential mediation, spend cap, approval gate…
— ○ ⏳ — N/A N/A — — —
41974
forattini-dev
Converts any OpenAPI v3 spec into an MCP server with typed tools, resources, an…
— ○ ⏳ — — — — — —
41975
gorlomi-enzo
Enables real-time cryptocurrency prices, search, and market data via the CoinGe…
— ○ ⏳ — — — — — —
41976
sounio-lang
Check, compile, run, and test Sounio programs locally.
— ○ ⏳ — N/A N/A — 95 —
41977
isaamthalhath07
forsale-mcp Claim
Exposes Kuwait's 4Sale marketplace to LLM agents through 62 tools for searching…
— ○ ⏳ — — — — — —
41978
nthankas
Enables natural language management of a Trello board for Fortis robotics, incl…
— ○ ⏳ — — — — — —
41979
nandanv99
Enables AI agents to use over 100 AI tools for tasks like content generation, i…
— ○ ⏳ — N/A N/A — — —
41980
brahimbattou
Unified MCP server providing AI-agent-ready access to AlphaFold, PubMed, ChEMBL…
— ○ ⏳ — — — — — —
41981
dallask
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — — — — — —
41982
CSOAI-ORG
blockchain-verification-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
41983
Kashif-Rabbani
A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabli…
— ○ ⏳ — — — — — —
41984
ubby
mcpdoc Claim
— ○ ⏳ — N/A N/A — 95 —
41985
stestojadinovic
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
— ○ ⏳ — N/A N/A — — —
41986
CSOAI-ORG
Tone Rewriter Ai MCP server. Tools: analyze tone, rewrite tone, compare tones. …
— ○ ⏳ — N/A N/A — — —
41987
Aman3786
Enables AI assistants to inspect employee access, list failed onboarding events…
— ○ ⏳ — N/A N/A — — —
41988
keenable
Docs: https://docs.keenable.ai/mcp-server Keenable is a free, remote MCP serve…
— ○ ⏳ — — — — — —
41989
keurcien
An MCP server for Claude Desktop that allows users to query data from selected …
— ○ ⏳ — N/A N/A — 95 —
41990
wildcard-llc
Ask your AI about your Airbnb and VRBO listings, bookings, guest messages and r…
— ○ ⏳ — — — — — —
41991
yogaaltariz
mysql_mcp Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
— ○ ⏳ — N/A N/A — — —
41992
caikiji
Privacy-respecting, self-hosted metasearch MCP server that aggregates results f…
— ○ ⏳ — — — — — —
41993
dashboardbase
Validate Dashboardbase widget endpoint responses and setup files against the li…
— ○ ⏳ — N/A N/A — — —
41994
geoffmcc
sidekick Claim
Enables persistent remote VPS collaboration with MCP tools, live dashboard, and…
— ○ ⏳ — — — — — —
41995
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
— ○ ⏳ — — — — 81 —
41996
ronrey
Shop every merchant on the ComOS commerce network over one MCP connection — cat…
— ○ ⏳ — — — — — —
41997
JigsawStack
With our real time AI Translation, you can translate any text, & images convers…
— ○ ⏳ — N/A N/A — 95 —
41998 — ○ ⏳ — N/A N/A — 95 —
41999
josephstreeter
Enables SQL-based identity lookups for IDMS systems, supporting search by accou…
— ○ ⏳ — — — — — —
42000
AiAgentKarl
MCP server providing AI agents with access to NASA and space/astronomy data inc…
— ○ ⏳ — N/A N/A — — —
Showing 41951–42000 of 69343 servers
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