MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4801
quinny1187
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
B 74 5⁄4 ◉ ⏳ 84 56 N/A 23 95 100
4802
ikhide
MCP Screen Text ⚡ Claim
Provides screen capture and optical character recognition (OCR) capabilities fo…
B 74 5⁄4 ◉ ⏳ 86 57 N/A 26 90 100
4803
Vooster-AI
GitHub Fetcher ⚡ Claim 1
Fetch file contents and browse directory trees from GitHub repositories. Locate…
B 74 5⁄4 ◉ ⏳ 72 58 N/A 50 92 95
4804
pushkarsingh32
The official MCP server for Semantic Pen - an advanced AI article generator and…
B 74 5⁄5 ◉ ⏳ 88 100 — 23 81 56
4805
izharikov
Sitecore Send ⚡ Claim
Unofficial Sitecore Send MCP Server.
B 74 5⁄5 ◉ ⏳ 74 67 — 41 80 100
4806
piskunproject
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
B 74 5⁄5 ◉ ⏳ 84 66 — 52 80 82
4807
manju07
Provides secure file read and write operations within a sandboxed directory, al…
B 74 5⁄4 ◉ ⏳ 84 58 N/A 19 95 100
4808
riotofgeese
Gemini MCP Server ⚡ Claim
Provides access to Google's Gemini API for multi-turn conversations and image g…
B 74 5⁄5 ◉ ⏳ 84 72 — 25 81 92
4809
huchunlinnk
Provides Kubernetes cluster management capabilities through natural language vi…
B 74 5⁄5 ◉ ⏳ 80 66 — 45 81 90
4810
NightTrek
Supabase MCP Server ⚡ Claim 1
Enables querying Supabase databases and generating TypeScript types through the…
B 74 5⁄5 ◉ ⏳ 94 71 — 21 81 88
4811
tayler-id
Connects to multiple social media platforms (Twitter/X, Mastodon, LinkedIn), al…
B 74 5⁄5 ◉ ⏳ 94 68 — 26 74 91
4812
sun873087
MCP Weather Sample ⚡ Claim
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
B 74 5⁄5 ◉ ⏳ 78 63 — 38 81 100
4813
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 5⁄5 ◉ ⏳ 60 72 — 67 82 94
4814
k-n-t-lam
Decide Test MCP ⚡ Claim
Enables Claude to generate executable test cases from decision tables in CSV, J…
B 74 5⁄5 ◉ ⏳ 78 61 — 64 81 83
4815
sylweriusz
Neo4j Memory Server ⚡ Claim 1
Provides AI assistants with persistent graph-based memory capabilities using Ne…
B 74 5⁄5 ◉ ⏳ 54 100 — 54 81 79
4816
ShawnDM
espn-mcp Claim
B 74 5⁄4 ◉ ⏳ 86 56 N/A 28 92 95
4817
utain
kroki-mcp ⚡ Claim
Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagr…
B 74 5⁄4 ◉ ⏳ 72 43 N/A 68 90 99
4818
epitaphe360
Railway MCP Server ⚡ Claim
Enables management of Railway.app infrastructure through natural language, allo…
B 74 5⁄5 ◉ ⏳ 66 66 — 61 82 94
4819
0xzcov
Multichain memecoin launchpad across 8 chains (Base, Arb, OP, Polygon, BSC, ETH…
B 74 5⁄5 ◉ ⏳ 94 56 — 28 82 99
4820
YelowFlash09
MCP Figma ⚡ Claim
Enables AI assistants to read and modify Figma designs programmatically, suppor…
B 74 5⁄4 ◉ ⏳ 78 53 N/A 45 95 94
4821
Tommertom
Enables fetching and converting web content to markdown with built-in prompt in…
B 74 5⁄5 ◉ ⏳ 84 61 — 45 81 93
4822
NOVA-3951
Parcel API ⚡ Claim
Allows users to see their upcoming and active deliveries, or add new deliveries…
B 74 5⁄4 ◉ ⏳ 72 67 N/A 32 92 97
4823
gregkonush
MCP Obsidian ⚡ Claim 1
A server implementation that allows AI assistants to read, create, and manipula…
B 74 5⁄4 ◉ ⏳ 66 70 N/A 34 95 95
4824
heilgar
A Model Control Protocol server that allows users to discover, install, and man…
B 74 5⁄5 ◉ ⏳ 72 62 — 50 82 100
4825
LerianStudio
Lerian MCP Server ⚡ Claim
Provides AI assistants with comprehensive documentation, tutorials, and SDK cod…
B 74 5⁄5 ◉ ⏳ 64 62 — 83 83 83
4826
martinchen448
SearXNG MCP Server ⚡ Claim 1
Integrates with SearXNG metasearch engine to provide powerful web search capabi…
B 74 5⁄5 ◉ ⏳ 78 57 — 51 82 96
4827
cassler
Fireflies MCP Server ⚡ Claim 1
Enables access to Fireflies.ai meeting transcripts with capabilities to retriev…
B 74 5⁄5 ◉ ⏳ 78 71 — 39 81 95
4828
NimbleBrainInc
MCP Finnhub Server ⚡ Claim
Provides comprehensive financial market data and news through the Finnhub API. …
B 74 5⁄5 ◉ ⏳ 84 43 — 69 83 94
4829
nullplatform
Meta MCP Proxy ⚡ Claim
A flexible proxy that enables discovery and execution of tools across multiple …
B 74 5⁄5 ◉ ⏳ 92 67 — 31 81 86
4830
hridaya423
conductor-tasks ⚡ Claim
A task management system designed for AI development
B 74 5⁄4 ◉ ⏳ 64 62 N/A 55 92 97
4831
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 5⁄5 ◉ ⏳ 94 100 — 30 81 42
4832
omgwtfwow
TypeScript implementation of an MCP server that provides tools for web crawling…
B 74 5⁄5 ◉ ⏳ 96 31 — 67 83 90
4833
flying3615
A Model Context Protocol server that enables retrieval of transcripts, metadata…
B 74 5⁄5 ◉ ⏳ 45 100 — 49 81 91
4834
TRZLedgerFoundation
Provides tools and prompts for Trezoa blockchain development, including RPC met…
B 74 5⁄4 ◉ ⏳ 72 55 N/A 47 95 100
4835
handeocakk
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
B 74 5⁄5 ◉ ⏳ 78 70 — 44 81 90
4836
argoproj-labs
argocd-mcp ⚡ Claim
Enables AI assistants to interact with Argo CD applications through natural lan…
B 74 5⁄5 ◉ ⏳ 60 71 — 70 81 92
4837
umshere
UIFlowchartCreator ⚡ Claim 2
Enables users to create UI flowcharts by generating visualizations of user inte…
B 74 5⁄4 ◉ ⏳ 86 68 N/A 22 90 90
4838
Darkstar326
MCP MySQL Server ⚡ Claim
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 74 5⁄5 ◉ ⏳ 96 75 — 47 81 57
4839
cfdude
Jira MCP Server ⚡ Claim
Enables enterprise-level integration with Jira's REST API for AI assistants to …
B 74 5⁄5 ◉ ⏳ 86 43 — 67 82 91
4840
hydroCoderClaud
mcpHydroSSH ⚡ Claim 1
An SSH MCP server that enables users to connect to and manage remote servers di…
B 74 5⁄4 ◉ ⏳ 72 57 N/A 50 90 100
4841
isaacgounton
SQLite MCP Server ⚡ Claim 1
A Model Context Protocol server that enables SQL operations (SELECT, INSERT, UP…
B 74 5⁄5 ◉ ⏳ 63 70 — 64 81 94
4842
nanyang12138
Enables real-time tracking of AI/LLM research progress by searching and aggrega…
B 74 5⁄5 ◉ ⏳ 82 91 — 39 81 61
4843
Taewoong1378
An optimized read-only server for AI assistants to efficiently query and retrie…
B 74 5⁄5 ◉ ⏳ 84 61 — 54 80 86
4844
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 4⁄4 ◉ ⏳ 62 N/A N/A 52 83 97
4845
Augmented-Nature
Reactome MCP Server ⚡ Claim 1
Model Context Protocol server for accessing Reactome pathway and systems biolog…
B 74 5⁄5 ◉ ⏳ 88 61 — 34 82 94
4846
8bitgentleman
Model Context Protocol server for ActivityWatch time tracking data
B 74 5⁄4 ◉ ⏳ 84 58 N/A 48 89 85
4847
lenvolk
LIFX MCP Server ⚡ Claim
Enables control of LIFX smart lights through natural language, including power …
B 74 5⁄5 ◉ ⏳ 84 70 — 35 80 92
4848
burningion
video-editing-mcp ⚡ Claim 1
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
B 74 5⁄4 ◉ ⏳ 77 66 N/A 35 83 99
4849
flexpa
mcp-fhir Claim
A Model Context Protocol implementation for FHIR
B 74 5⁄4 ◉ ⏳ 92 40 N/A 53 95 86
4850
Sorbh
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) compo…
B 74 5⁄5 ◉ ⏳ 94 57 — 25 81 99
Showing 4801–4850 of 69007 servers
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