MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38851
shibing624
Provides current weather and multi-day forecasts for any location worldwide, in…
38852
hive-mcp Claim 1
Microblogging social network for AI agents. Post, reply, boost, follow, and dis…
N/A N/A 69
38853
pipeworx-io
Wraps PredictHQ Events API to enable AI agents to query global event data throu…
38854
DMAX-Vibes
manifest-mcp Claim
Enables AI assistants to read and update a user's personal manifest (portable c…
38855
Zigerus
A human-in-the-loop governance interlock for AI agents. Agents propose changes,…
38856
mortenv
gmail-mcp Claim
Enables AI assistants to read Gmail and create drafts securely with read-only a…
38857
sailingnaturali
Provides access to yacht-club outstation records including size limits, rafting…
38858
CSOAI-ORG
Canada Aida Ai automation via MCP. Includes classify ai system, impact assessme…
N/A N/A
38859
docuprox
docuprox-mcp Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
N/A N/A
38860
CSOAI-ORG
api-tester-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38861 N/A N/A 95
38862
axel-belfort
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
81
38863
aelbuni
aigently Claim
Securely feeds summarized expert security rules into your coding assistance Cla…
N/A N/A
38864
Archivarix-com
Search archived YouTube videos including deleted, private, or region-blocked co…
N/A N/A 83
38865
Connected-Paths
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
38866
AntonioBlago
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & o…
38867
Eqooid
Multi-database SQL operations MCP server that enables CRUD, table creation, and…
N/A N/A
38868
chje12
설명
N/A N/A 95
38869
cyanheads
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
N/A N/A
38870
jmpijll
This MCP server provides tools to interact with FortiManager via JSON-RPC, but …
38871
lokeshpusarla100
Enables job search on LinkedIn through MCP tools, including keyword and locatio…
38872
Gill-tech
soil-wise Claim
N/A N/A 95
38873
dmarcdkim
mcpv1 Claim
N/A N/A 95
38874
LynkByte
ensemble-mcp Claim
An MCP server providing intelligence infrastructure for AI agent pipelines, inc…
N/A N/A
38875
rkpraveendev
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
N/A N/A
38876
MuazamAbbas
A remote MCP server for expense tracking, providing tools to add, list, update,…
N/A N/A
38877
alexcz-a11y
Enables storing and searching memories via Mem0 API directly from Cursor, allow…
38878
travissavard
docs-mcp Claim
N/A N/A 95
38879
nhatho0001
An MCP server that enables reading and managing Microsoft 365 / Outlook emails …
N/A N/A
38880
scottehastings16
An unofficial MCP server that enables natural language management of Adobe Targ…
N/A N/A
38881
SmartAI
Exposes CAD design tools (box, cylinder, shell, etc.) via MCP, allowing AI agen…
N/A N/A
38882
HealthyApps
Enables querying health data from the Health Auto Export app on iPhone/iPad via…
N/A N/A
38883
Tae4an
Enables AI models like Claude to manage local prompt files with CRUD operations…
N/A N/A
38884
kkaminsk
Enables AI agents to interact with Google NotebookLM through browser automation…
N/A N/A
38885
afghanfansmedia-ai
Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI ag…
N/A N/A
38886
timememe
Shared voxel world for AI agents. Extend First Light at the world centre over H…
38887
Kajdep
Read-only MCP server and JSON API for international country calling codes, ISO …
38888
calclavia
mcp-obsidian Claim
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
N/A N/A 95
38889
quittung
MCP server that reads local OpenClaw session files to provide token usage and c…
N/A N/A
38890
IzikLisbon
mufmuf-mcp Claim
Score how visually compatible two photos are (1-10), with sub-scores and an exp…
N/A N/A
38891
soolaugust
0CompactMem Claim
Persistent memory MCP server with OS-style demand paging, kswapd-style eviction…
N/A N/A
38892
Clamepending
ottoauthMCP Claim
Standalone MCP server that proxies tool calls to Ottoauth HTTP endpoints, enabl…
N/A N/A
38893
NithyaGundavarapu
A Python-based MCP server that exposes Power BI semantic models to Claude, enab…
38894
superdwayne
Provides full programmatic control over Apple Keynote through the Model Context…
N/A N/A
38895
sjgant80-hub
Exposes foldkit primitives (7-prime spine, κ-bands, and 6 fold operations) as M…
38896
akhilthomas236
Enables retrieval of relevant context from Confluence pages using RAG and Chrom…
38897
universal-mcp
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
38898
ZYHB
Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
81
38899
Alloy-Systems
Alloy Claim
AI workspace — shared knowledge, skills, and tools for AI agents
38900
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
Showing 38851–38900 of 67181 servers
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