MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12301
mcp-ag2
Giphy MCP Server Claim
This is an auto-generated Multi-Agent Conversation Protocol server that enables…
C 61 55 60 45 21 81 91
12302
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12303
kukapay
dune-analytics-mcp Claim 1
A mcp server that bridges Dune Analytics data to AI agents.
C 61 55 51 42 43 80 91
12304
Kentaro121
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 61 55 48 68 24 81 78
12305
Ratnaditya-J
csvglow Claim 1
Generate beautiful self-contained HTML dashboards from CSV/Excel files with int…
C 61 54 64 0 N/A 66 89 95
12306
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12307
jmeserve
sprout-mcp Claim 1
An MCP server that integrates the Sprout Social Public API with Claude and othe…
C 61 55 53 41 30 80 98
12308
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12309
iportilla
A cloud-deployable math tool server that provides calculator capabilities to lo…
C 61 55 56 30 43 82 94
12310
mehmetakinn
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
C 61 55 45 37 45 81 99
12311
will-garrett
debugpy-mcp Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 54 45 62 N/A 30 87 75
12312
antfu
nuxt-mcp-dev Claim
MCP server helping models to understand your Vite/Nuxt app better.
C 61 64 62 50 0 79 95 93
12313
armand0e
Enables AI-powered searches through a local Perplexica instance with multiple f…
C 61 64 78 52 0 59 95 88
12314
paichart
MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orche…
C 61 55 76 10 42 81 95
12315
mikeysrecipes
Aiven MCP Server Claim 1
A Model Context Protocol server that provides access to Aiven's managed service…
C 61 54 39 30 N/A 44 95 100
12316
kira-autonoma
devtools Claim
23 developer utilities — base64, JWT, UUID, hash, QR, regex, timestamps. No API…
C 61 54 66 0 N/A 55 92 98
12317
kukapay
tornado-cash-mcp Claim 1
An MCP server that tracks Tornado Cash deposits and withdrawals to reveal hidde…
C 61 55 45 42 40 80 100
12318
imoon
A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible…
C 61 55 51 55 18 81 94
12319
wpnbos
Buienradar MCP Server Claim 1
Fetches precipitation forecasts for any location using Buienradar and integrate…
C 61 55 60 40 23 83 94
12320
Abhi5h3k
MCP-URL2SNAP Claim
A lightweight Model Context Protocol (MCP) server that enables your LLM to capt…
C 61 54 56 40 N/A 23 87 94
12321
offerland-cc
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 61 55 48 66 24 83 78
12322
arjunkmrm
Search the web, images, videos, news, and local businesses with robust filters,…
C 61 66 78 68 0 53 81 90
12323
WaiYanNyeinNaing
A minimal example server implementing the Model Context Protocol, providing add…
C 61 55 60 40 19 81 100
12324
Ansvar-Systems
dominican-law-mcp Claim
Dominican Republic legislation via MCP -- full-text search across statutes and …
C 61 66 86 56 0 51 82 91
12325
0xCarbon
qt-mcp Claim 2
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
C 61 54 45 26 N/A 58 92 89
12326
auto-browse
Unbundle OpenAPI Specs MCP
C 61 55 68 82 41 81 20
12327
ciJaein
ci-openapi-mcp Claim
C 61 55 54 66 N/A 27 81 71
12328
zxfgds
MCP Code Indexer Claim 1
A smart code retrieval tool based on Model Context Protocol that provides effic…
C 61 54 78 26 N/A 17 90 85
12329
hkopenai
HK Prompt MCP Server Claim 1
An MCP server that provides custom prompts for guiding bot interactions, specif…
C 61 55 51 47 44 81 83
12330
zhenzp
Fund MCP Server Claim 1
A Model Context Protocol server that provides access to a fund knowledge base. …
C 61 55 57 61 36 80 67
12331
hongsw
A Model Context Protocol (MCP) server that allows AI agents like Claude to inte…
C 61 66 72 72 0 58 77 91
12332
jackmichaud
A modular and extensible tool server built on FastMCP that supports multiple to…
C 61 55 72 33 21 81 87
12333
Pevansh
Tracks learning progress and generates personalized daily learning insights usi…
C 61 55 76 25 26 81 90
12334
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12335
henishshah18
A secure server that enables interaction with Discord channels through JWT-auth…
C 61 55 60 43 16 81 99
12336
Orchardxyz
Mammoth MCP Server Claim
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
C 61 64 66 60 0 56 95 91
12337
ingero-io
Ingero Claim
eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugg…
C 61 54 68 0 N/A 59 89 93
12338
jabberjabberjabber
Enables interaction with qBittorrent through its Web API to search for torrents…
C 61 55 54 51 24 80 93
12339
kukapay
modbus-mcp Claim 1
An MCP server that standardizes and contextualizes industrial Modbus data.
C 61 54 45 35 N/A 43 95 91
12340
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12341
smehmood
Modal MCP Server Claim 1
An MCP server that enables AI agents to interact with Modal, allowing them to d…
C 61 55 53 41 40 76 98
12342
marcinwyszynski
Enables interaction with Featurebase API to manage feature requests, feedback p…
C 61 66 90 63 0 41 81 88
12343
indranilokg
Okta MCP Server Claim
Enables management of Okta identity platform through natural language, allowing…
C 61 66 84 68 0 33 80 98
12344
irwantocrimson
MySQL MCP Server Claim
Provides MySQL database connectivity and schema inspection tools, allowing user…
C 61 55 54 55 29 77 87
12345
kwp-lab
Track and browse RSS feeds with ease. Fetch the latest entries from any feed UR…
C 61 66 78 65 0 49 82 90
12346
kami2k1
MCP MySQL Server Claim
Enables full control database operations on MySQL through natural language comm…
C 61 55 66 33 16 81 100
12347
NitinUdasin
MCPServerDemo Claim
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
C 61 54 54 30 30 89 100
12348
baselab-me
Enables AI agents to create and post signal coins on the Base blockchain throug…
C 61 66 78 72 0 50 80 87
12349
MokshadaRaibagkar
A lightweight AI agent that fetches real-time weather alerts for any U.S. state…
C 61 54 60 26 N/A 21 95 100
12350
cgrdavies
mcp-clickhouse-long-running
C 61 55 54 31 45 81 97
Showing 12301–12350 of 30006 servers
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