MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36251
Proprius-Labs
Enables AI assistants to rapidly gather and synthesize structural, chemical, co…
36252
fluffypony
Provides clipboard access tools (get and set) for AI assistants via the Model C…
N/A N/A
36253
pauliowest
Enables management of email campaigns, subscribers, lists, segments, journeys, …
36254
jesse-smith
searchloinc Claim
Enables LLMs to search LOINC terms with free-text, relevance-ranked, and facete…
36255
pipeworx-io
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
36256
sinisterace
Enables Salesforce Agentforce agents to find compatible replacement batteries, …
36257
aggeentik
Enables AI assistants to publish, edit, search, and manage messages in Telegram…
N/A N/A
36258
sjgant80-hub
Exposes tools for fold operations and κ-band analysis, enabling interaction wit…
N/A N/A
36259
redhat-community-ai-tools
Provides AI assistants with tools to query, filter, and analyze JIRA issues sto…
36260
wuzenghai616
32 paid x402 endpoints (1¢-8¢) + 32 MCP tools for blockchain data (gas forecast…
N/A N/A
36261
elliotttate
pix-mcp Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
N/A N/A
36262
eucomplyhub
MCP server for EU AI Act compliance classification with multi-jurisdiction over…
N/A N/A
36263
troelskn
Enables querying hockey data from eliteprospects.com, including leagues, teams,…
N/A N/A
36264
Raroford32
zim Claim
N/A N/A 95
36265
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
36266
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
36267
datanexusmcp
Provides AI-ready access to US/UK nonprofit data and OSS vulnerability intellig…
36268
root
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
81
36269
fedora-copr
Copr MCP Claim
Provides tools to interact with Fedora Copr, enabling users to manage projects,…
N/A N/A
36270
frankfurtru
Enables AI tools to execute trades and fetch market data across six crypto exch…
36271
caikiji
Privacy-respecting, self-hosted metasearch MCP server that aggregates results f…
36272
ayuriiuni-prog
mcp_db Claim
MCP server for exploring metadata of corporate databases: table structures, rel…
36273
loreum-app
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
36274
isaaccorley
A Python MCP server that provides unified access to satellite and geospatial da…
36275
runapi-ai
z-image-mcp Claim
Enables text-to-image generation using Z Image models via RunAPI, with task man…
36276
pascalebeier
HitKeep Claim
Read-only MCP server for aggregate HitKeep analytics and official documentation.
36277
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
N/A N/A
36278
sjgant80-hub
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
N/A N/A
36279
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
36280
stratosphereips
Connects Scopus to AI assistants for literature discovery. Provides tools for f…
36281
yusufekorman
Enables Claude or other MCP clients to interact with WhatsApp through the WAHA …
N/A N/A
36282
agentcivics
agentcivics Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
36283
spacemandomains
Real-time surf, weather, trail status, volcano, ocean safety, and restaurants f…
36284
musepy
genable Claim
Write-side MCP for Figma — complements Figma's official read-only MCP. 41 tools…
N/A N/A
36285
miningyu
An MCP server that connects AI agents to Scouter APM, enabling natural-language…
N/A N/A
36286
xano-inc
An MCP server and standalone library that gives AI assistants superpowers for d…
36287
bankableco
Enables AI assistants to interact with Google Sheets for reading, writing, and …
36288
RohanAnandPandit
MCP server providing data connectivity to the Trading212 trading platform, enab…
36289
Rethunk-AI
clodbridge Claim
Enables Claude Code to automatically discover and use project-specific rules, s…
N/A N/A
36290
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations…
N/A N/A
36291
tamiratias93-gif
MCP server that lets Claude control Google Gemini Omni video generation via a b…
N/A N/A
36292
captainz1016-ux
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
36293
ubn-dev
Provide precise and efficient calculation capabilities to your agents. Enable s…
N/A N/A 95
36294
DyanGalih
Repository-native, Git-reviewable memory extension for AI coding assistants to …
N/A N/A
36295
chiaha-ai
ReliaStats Claim
Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, sy…
36296
hellofovea
Local MCP server that enables AI clients to read and search memories from the F…
N/A N/A
36297
cquiroz6211
Converts meetings, chats, and notes into reusable knowledge for a venture capit…
N/A N/A
36298
armaasinghn
Enables natural language quantum computing by converting English queries to qua…
N/A N/A
36299
knoxgraeme
Enables MCP-capable agents to retrieve relevant slices of a user-story knowledg…
36300
adinschmidt
fastmail-mcp Claim
Unified MCP server for Fastmail email (JMAP), calendar (CalDAV), and contacts (…
Showing 36251–36300 of 64636 servers
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