MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5201
Parth3930
Enables AI agents to achieve production-ready solutions through iterative refin…
B 73 5⁄5 ◉ ⏳ 90 58 — 30 82 91
5202
SunWooBang
Jira MCP Server ⚡ Claim 1
Connects Jira with Claude, enabling users to search issues, view issue details,…
B 73 5⁄5 ◉ ⏳ 80 65 — 43 78 94
5203
k-lordbodin7
Enables comprehensive access to PubChem's chemical database with over 110 milli…
B 73 5⁄5 ◉ ⏳ 78 100 — 46 81 46
5204
Cresium
Cresium MCP Server ⚡ Claim
Enables AI tools to manage financial operations through the Cresium Partner API…
B 73 5⁄5 ◉ ⏳ 78 65 — 35 80 100
5205
copus-io
copus ⚡ Claim 1
Search human-curated content recommendations from Copus - The Internet Treasure…
B 73 5⁄5 ◉ ⏳ 78 57 N/A 47 82 95
5206
zabaglione
MCP Server for Unity ⚡ Claim 1
A Model Context Protocol server that enables Claude to interact directly with U…
B 73 5⁄5 ◉ ⏳ 75 75 N/A 67 95 48
5207
flytohub
flyto-core ⚡ Claim
Deterministic execution engine for AI agents with 412 modules across 78 categor…
B 73 5⁄4 ◉ ⏳ 60 38 N/A 92 88 100
5208
talknerdytome-labs
This MCP server searches Google's public ads database and uses AI to analyze ad…
B 73 5⁄5 ◉ ⏳ 72 71 — 37 81 94
5209
ConechoAI
This is a Python-based MCP server that provides OpenAI `web_search` built-in to…
B 73 5⁄5 ◉ ⏳ 72 66 — 54 78 91
5210
sawyer-shi
Generates beautiful mind map images from Markdown text with multiple layout opt…
B 73 5⁄5 ◉ ⏳ 96 56 — 25 81 91
5211
spartanui-wow
wow-api-mcp ⚡ Claim 1
MCP server that exposes structured World of Warcraft API data (functions, depre…
B 73 5⁄4 ◉ ⏳ 63 56 N/A 47 95 100
5212
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 5⁄4 ◉ ⏳ 76 41 N/A 80 83 92
5213
csnkarthik
Enables restaurant reservation management through SevenRooms API, allowing user…
B 73 5⁄5 ◉ ⏳ 80 72 — 27 81 91
5214
Taki-Ta
Time MCP Server ⚡ Claim 1
Enables LLMs to retrieve current time information for specific IANA timezones o…
B 73 5⁄5 ◉ ⏳ 90 57 — 24 83 100
5215
lattmamb
mcp-use Claim
B 73 5⁄5 ◉ ⏳ 90 40 N/A 57 80 93
5216
Tiberriver256
Azure DevOps integration for repository management, work items, and pipelines.
B 73 5⁄5 ◉ ⏳ 74 71 — 87 81 52
5217
talzach
mcp-angular-cli ⚡ Claim
mcp-angular-cli
B 73 5⁄4 ◉ ⏳ 86 58 N/A 47 82 87
5218
SanketSKasar
Enables comprehensive HubSpot CRM integration through the Model Context Protoco…
B 73 5⁄5 ◉ ⏳ 90 43 — 55 81 93
5219
kirill-markin
Weaviate MCP Server ⚡ Claim 1
A simple MCP server that facilitates website fetching through a configurable se…
B 73 5⁄5 ◉ ⏳ 94 31 — 60 82 98
5220
cni-locates-rumen
t-pane MCP Server ⚡ Claim 2
Enables Claude to execute commands and manage directory-aware panes within tmux…
B 73 5⁄4 ◉ ⏳ 94 57 N/A 23 87 91
5221
ttpears
GitLab MCP Server ⚡ Claim 1
Enables AI-powered exploration and interaction with GitLab instances through co…
B 73 5⁄5 ◉ ⏳ 84 82 — 67 81 44
5222
dan6684
Enables Claude to perform semantic search across your Obsidian vault using Smar…
B 73 5⁄4 ◉ ⏳ 94 50 N/A 18 95 91
5223
jshmllr
Sketch Context MCP ⚡ Claim
MCP server to provide Sketch layout information to AI coding agents like Cursor
B 73 5⁄5 ◉ ⏳ 90 46 — 54 80 91
5224
Davaakhatan
Enables AI agents to interact with SkyFi's geospatial data services for orderin…
B 73 5⁄5 ◉ ⏳ 84 72 — 26 81 89
5225
YobieBen
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …
B 73 5⁄5 ◉ ⏳ 96 51 — 36 81 88
5226
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 5⁄4 ◉ ⏳ 84 41 — 54 89 93
5227
LF112
Mermaid Validator MCP ⚡ Claim 1
An MCP server that validates Mermaid diagram syntax and identifies diagram type…
B 73 5⁄4 ◉ ⏳ 63 60 N/A 50 92 100
5228
gzpaitch
An API that exposes Unsplash image search, listing, and random photo capabiliti…
B 73 5⁄5 ◉ ⏳ 74 65 — 37 80 100
5229
hharte
Enables AI agents to control Digital Loggers (DLI) Web Power Switches for hardw…
B 73 5⁄5 ◉ ⏳ 90 82 N/A 57 91 33
5230
PaDev1
A protocol server enabling AI agents to control astrophotography equipment thro…
B 73 5⁄4 ◉ ⏳ 78 63 N/A 25 95 92
5231
markmhendrickson
Minted MCP Server ⚡ Claim
Enables interaction with Minted.com to retrieve address book contacts, order hi…
B 73 5⁄4 ◉ ⏳ 80 63 N/A 25 87 100
5232
tevonsb
Access Home Assistant data and control devices (lights, switches, thermostats, …
B 73 5⁄4 ◉ ⏳ 86 37 N/A 53 94 91
5233
sscmfi
Enables AI assistants to perform high-precision Price and Yield calculations fo…
B 73 5⁄5 ◉ ⏳ 90 58 — 30 82 91
5234
Jaxsbr
local_lense ⚡ Claim
A local RAG-powered documentation search system that uses vector embeddings and…
B 73 5⁄4 ◉ ⏳ 66 58 N/A 49 95 96
5235
macacoai
Enables comprehensive browser automation and web interaction through Playwright…
B 73 5⁄4 ◉ ⏳ 72 65 N/A 34 95 90
5236
karthiksuku
Enables Claude to control Nordic Thingy:52 IoT devices via Bluetooth LE, allowi…
B 73 5⁄4 ◉ ⏳ 78 61 N/A 19 95 100
5237
Sk0t31n0s
Enables natural language todo list management through Claude Desktop with YAML-…
B 73 5⁄4 ◉ ⏳ 90 53 N/A 16 92 100
5238
landicefu
Enables AI agents to break down complex tasks into manageable pieces using a st…
B 73 5⁄5 ◉ ⏳ 78 91 N/A 45 95 43
5239
t3ta
SQL MCP Server ⚡ Claim 1
A TypeScript implementation of a Model Context Protocol server that enables lan…
B 73 5⁄5 ◉ ⏳ 78 62 — 41 82 94
5240
DiaaAj
a-mem-mcp ⚡ Claim 2
Self-evolving memory system for AI agents
B 73 5⁄4 ◉ ⏳ 72 72 N/A 53 76 90
5241
xiangma9712
MySQL MCP Server ⚡ Claim
Enables interaction with a MySQL database via JSON commands, supporting read-on…
B 73 5⁄5 ◉ ⏳ 90 48 — 49 74 100
5242
sammcj
Snyk MCP Server Claim 1
A standalone server enabling Snyk security scanning through the Model Context P…
B 73 5⁄5 ◉ ⏳ 80 71 — 23 78 99
5243
spences10
mcp-wsl-exec ⚡ Claim
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
B 73 5⁄4 ◉ ⏳ 60 57 N/A 60 90 99
5244
crazyrabbitLTC
MCP Snapshot Server ⚡ Claim 3
A Model Context Protocol server that enables interaction with Snapshot.org, pro…
B 73 5⁄5 ◉ ⏳ 77 63 — 40 82 97
5245
cyberpapiii
imessage-max ⚡ Claim
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
B 73 5⁄4 ◉ ⏳ 72 42 N/A 73 95 89
5246
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 5⁄5 ◉ ⏳ 96 56 — 23 82 90
5247
ycjcl868
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
B 73 5⁄4 ◉ ⏳ 67 60 N/A 48 92 96
5248
microsoft
GenAIScript ✓ Claim
GenAIScript is a JavaScript runtime dedicated to build relaible, automatable LL…
B 73 5⁄5 ◉ ⏳ 86 62 — 87 80 51
5249
seletz
MCP Odoo Shell ⚡ Claim
A bridge server that provides access to an Odoo shell environment, allowing exe…
B 73 5⁄5 ◉ ⏳ 60 82 — 41 81 94
5250
ResakaGit
mcp-memory-server ⚡ Claim
An advanced contextual memory server for agent orchestration providing chronolo…
B 73 5⁄5 ◉ ⏳ 66 75 — 40 82 94
Showing 5201–5250 of 69027 servers
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