MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30372
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61801
whmathews15
Provides programmatic access to Google NotebookLM through the Model Context Pro…
61802
jeeftor
Inspect and safely operate Audiobookshelf libraries over MCP.
N/A N/A
61803
Arks-06
Neuro MCP V2 Claim
Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O…
N/A N/A
61804
opgginc
opgg-esports Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
81
61805
Dante-tx
Enables SAP ABAP development workflows including ADT login, object search, read…
N/A N/A
61806
itslansa
This MCP server bridges Motion's API with LLMs like Claude and ChatGPT via the …
61807
shemix-netizen
Exposes tools to create and list tasks by wrapping a REST API, enabling LLMs to…
N/A N/A
61808
mnmozi
Enables LLM agents to query Dynatrace SaaS for observability data (logs, metric…
61809
danielscholl
Enables semantic search over an Obsidian vault using natural language, retrievi…
N/A N/A
61810
fadhilmayati
Audits KiCad PCB designs against South-East Asian fab capabilities using an IPC…
N/A N/A
61811
andysolomon
MCP server that queues stories and feeds them to live Claude Code sessions, del…
N/A N/A
61812
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and re…
N/A N/A
61813
casefold
Casefold Claim
Casefold organizes custody documents for court. Upload filings, declarations, a…
81
61814
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
61815
angelostark
figma-drive Claim
Exports frames from Figma and uploads them to Google Drive, with automated fold…
N/A N/A
61816
junter1989k-ai
Sweden payments for AI agents — Klarna via Stripe. Never holds funds.
61817
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
N/A N/A
61818
Proprius-Labs
Enables AI assistants to rapidly gather and synthesize structural, chemical, co…
61819
fluffypony
Provides clipboard access tools (get and set) for AI assistants via the Model C…
N/A N/A
61820
codewithkate
An MCP server for AI-agent web scraping that enforces robots.txt compliance and…
61821
hivemine-ai
Hive Claim
Open-source MCP server for collaborative AI agents, providing a shared mailbox,…
N/A N/A
61822
zikriyamgull-bit
Provides UK company lookups via Companies House, web scraping, and search tools…
81
61823
FYTJ
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
N/A N/A
61824
pipeworx-io
Enables searching and querying Cumberland County, NC open geospatial data (parc…
61825
pipeworx-io
Enables querying City of Irvine GIS open geospatial data (parcels, zoning, park…
61826
pauliowest
Enables management of email campaigns, subscribers, lists, segments, journeys, …
61827
jesse-smith
searchloinc Claim
Enables LLMs to search LOINC terms with free-text, relevance-ranked, and facete…
61828
sjgant80-hub
MCP server for the foldkit SDK that exposes 7-prime spine, 7 κ-bands, and 6 fol…
61829
pipeworx-io
Wraps the Podcast Index API (podcastindex.org) to enable AI agents to search an…
61830
mw-jeong
MCP server for natural language analysis of baseball league data, enabling team…
N/A N/A
61831
fedora-copr
Copr MCP Claim
Provides tools to interact with Fedora Copr, enabling users to manage projects,…
N/A N/A
61832
sjgant80-hub
Exposes tools for fold operations and κ-band analysis, enabling interaction wit…
N/A N/A
61833
root
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
81
61834
aggeentik
Enables AI assistants to publish, edit, search, and manage messages in Telegram…
N/A N/A
61835
troelskn
Enables querying hockey data from eliteprospects.com, including leagues, teams,…
N/A N/A
61836
eucomplyhub
MCP server for EU AI Act compliance classification with multi-jurisdiction over…
N/A N/A
61837
elliotttate
pix-mcp Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
N/A N/A
61838
redhat-community-ai-tools
Provides AI assistants with tools to query, filter, and analyze JIRA issues sto…
61839
wuzenghai616
32 paid x402 endpoints (1¢-8¢) + 32 MCP tools for blockchain data (gas forecast…
N/A N/A
61840
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
61841
loreum-app
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
61842
caikiji
Privacy-respecting, self-hosted metasearch MCP server that aggregates results f…
61843
isaaccorley
A Python MCP server that provides unified access to satellite and geospatial da…
61844
browseragentprotocol
BAP MCP Claim
Lightweight browser automation server for AI agents, enabling fast (10-25ms per…
N/A N/A
61845
renamed-to
renamed-to Claim
AI-powered MCP server for file renaming, organization, and PDF splitting using …
N/A N/A
61846
junter1989k-ai
Romania payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
61847
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
N/A N/A
61848
sjgant80-hub
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
N/A N/A
61849
Qiuzer
Enables AI assistants to query nearby parties, retrieve party details, and gene…
61850
stratosphereips
Connects Scopus to AI assistants for literature discovery. Provides tools for f…
Showing 61801–61850 of 64186 servers