MCP Scoreboard

66394

Discovered

→

31748

Scored

→

2112

Verified

→

16953

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
201	Frappe MCP ⚡ Claim Allows Frappe Framework apps to function as MCP servers, exposing Python-define…	A 85 ⁵⁄₄	◉ ⏳	96	70	—	60	92	100
202	Git Mob MCP Server ⚡ Claim 2 Enables management of co-authors for pair and mob programming sessions by autom…	A 85 ⁵⁄₅	◉ ⏳	84	82	N/A	69	95	92
203	Arduino MCP Server ⚡ Claim 2 Arduino MCP server for CLI setup, board detection, compile/upload, serial monit…	A 85 ⁵⁄₅	◉ ⏳	94	82	N/A	53	95	92
204	btcpayserver-mcp ⚡ Claim A comprehensive Model Context Protocol (MCP) server for BTCPayServer integratio…	A 85 ⁵⁄₅	◉ ⏳	100	100	—	56	81	75
205	pasal Claim 1 Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + RE…	A 85 ⁶⁄₆	◉ ⏳	94	86	91	50	82	94
206	HackerNews MCP Server ⚡ Claim Enables AI assistants to access HackerNews content through structured search, f…	A 85 ⁵⁄₅	◉ ⏳	90	100	—	51	81	94
207	Flint Note ⚡ Claim 2 An agent-first note-taking system that provides AI-guided creation and organiza…	A 85 ⁵⁄₅	◉ ⏳	92	100	N/A	76	95	51
208	reversi-mcp-ui Claim This is a simple Reversi game that uses MCP-UI. > Note: Currently, there is no…	A 85 ⁶⁄₆	◉ ⏳	86	86	96	60	81	96
209	celestialnode-mcp ⚡ Claim 1 Provides real-time space data including ISS and Tiangong tracking, crew in spac…	A 85 ⁵⁄₅	◉ ⏳	90	100	—	49	83	93
210	Jina AI Remote MCP Server Claim 1 Provides access to Jina AI's suite of web tools including URL reading, web/imag…	A 85 ⁶⁄₆	◉ ⏳	84	92	100	41	81	100
211	sql-query-mcp ⚡ Claim A general-purpose MCP server that lets AI work with multiple databases within c…	A 85 ⁴⁄₄	◉ ⏳	72	N/A	N/A	76	95	98
212	Astro Docs MCP Server ⚡ Claim Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…	A 85 ⁶⁄₆	◉ ⏳	92	100	96	25	81	100
213	swisstrip-mcp ⚡ Claim Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket…	A 85 ⁶⁄₆	◉ ⏳	100	96	92	40	69	97
214	nile-mcp-server ⚡ Claim 1 Manage and query Postgres databases, tenants, users, auth using LLMs	A 85 ⁵⁄₄	◉ ⏳	94	73	N/A	65	89	98
215	youdotcom-mcp-server ⚡ Claim 1 A Model Context Protocol (MCP) server that provides web search functionality us…	A 85 ⁶⁄₄	◉ ⏳	86	86	100	40	95	90
216	newzealand-law-mcp ⚡ Claim New Zealand legislation via MCP — full-text search across statutes and provisio…	B 84 ⁶⁄₆	◉ ⏳	96	77	96	52	82	91
217	n8n Community Nodes MCP Server ⚡ Claim This MCP server enables users to search and access documentation for community-…	B 84 ⁶⁄₆	◉ ⏳	86	86	98	47	81	93
218	exa-mcp-server ⚡ Claim 1	B 84 ⁶⁄₆	◉ ⏳	90	80	97	50	82	92
219	toolroute - Intelligent Automated LLM R… Claim 1 Your agent shouldn't have to guess which model or tool to use. ToolRoute does …	B 84 ⁶⁄₆	◉ ⏳	96	68	97	55	81	95
220	mcp-openapi ⚡ Claim Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…	B 84 ⁵⁄₄	◉ ⏳	96	62	N/A	72	94	94
221	sqlite-mcp-server Claim SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…	B 84 ⁵⁄₄	◉ ⏳	96	41	N/A	88	100	97
222	content-optimizer-mcp ⚡ Claim SERP-based content scoring and optimization with 7 SEO categories.	B 84 ⁴⁄₄	◉ ⏳	72	—	—	70	95	99
223	ContextEngine MCP Server ⚡ Claim Provides real-time access to up-to-date library documentation and code examples…	B 84 ⁵⁄₅	◉ ⏳	72	100	—	63	81	100
224	CUA MCP Server ⚡ Claim Enables autonomous desktop automation by delegating tasks to vision-based agent…	B 84 ⁶⁄₆	◉ ⏳	96	74	95	46	81	98
225	crash-mcp ⚡ Claim MCP server for structured and efficient reasoning with step validation, branchi…	B 84 ⁵⁄₅	◉ ⏳	96	82	N/A	76	83	78
226	visual-ui-debug-agent-mcp ⚡ Claim An MCP server that enables AI agents to autonomously test, debug, and analyze w…	B 84 ⁵⁄₅	◉ ⏳	100	100	N/A	68	95	42
227	Perplexity-Comet-MCP ⚡ Claim 1 MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…	B 84 ⁵⁄₄	◉ ⏳	94	58	N/A	80	90	99
228	Image Generation MCP ⚡ Claim Generates blog and social media images using Google's Gemini AI with pre-config…	B 84 ⁵⁄₅	◉ ⏳	78	100	—	63	81	94
229	schema-gen-mcp ⚡ Claim Generate Schema.org JSON-LD markup for 12 types including Person, Product, and …	B 84 ⁴⁄₄	◉ ⏳	72	—	—	72	95	96
230	PageIndex MCP ⚡ Claim Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…	B 84 ⁵⁄₅	◉ ⏳	94	72	N/A	84	80	91
231	chuk-mcp-time ⚡ Claim Provides high-accuracy time information by querying multiple NTP servers for co…	B 84 ⁶⁄₆	◉ ⏳	84	71	93	74	84	96
232	MCP_Atom_of_Thoughts ⚡ Claim 1 Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into in…	B 84 ⁵⁄₅	◉ ⏳	96	100	N/A	48	81	83
233	Copilot Memory Store ⚡ Claim Enables storing, searching, and compressing contextual memories for LLM interac…	B 84 ⁵⁄₄	◉ ⏳	90	62	N/A	79	95	92
234	MCP Math Server ⚡ Claim 1 A Mathematical Computation Protocol server providing 286 mathematical functions…	B 84 ⁶⁄₆	◉ ⏳	84	86	91	71	83	85
235	ckan-mcp-server ⚡ Claim 1 MCP server for interacting with CKAN open data portals	B 84 ⁵⁄₅	◉ ⏳	85	66	N/A	86	95	90
236	Pocketsmith MCP Server ⚡ Claim 2 Enables AI assistants to interact with the Pocketsmith personal finance API to …	B 84 ⁵⁄₅	◉ ⏳	94	91	—	66	82	78
237	apple-notifier-mcp ⚡ Claim A simple MCP server that can send notifications on mac devices.	B 84 ⁵⁄₄	◉ ⏳	84	70	N/A	68	95	99
238	CAP MCP Plugin ⚡ Claim A CAP plugin that automatically generates MCP servers from your CAP services, t…	B 84 ⁵⁄₄	◉ ⏳	90	72	—	77	90	88
239	mcp-server ⚡ Claim Official Railway MCP server	B 84 ⁵⁄₄	◉ ⏳	90	72	N/A	63	95	97
240	TouchDesigner MCP Server ⚡ Claim 1 Enables AI coding assistants to access comprehensive TouchDesigner operator doc…	B 84 ⁵⁄₄	◉ ⏳	100	57	N/A	67	92	98
241	perplexity-mcp-server ⚡ Claim An MCP server that enables AI agents to perform search-augmented queries and de…	B 84 ⁵⁄₄	◉ ⏳	94	75	—	64	92	91
242	forge-mcp-server ⚡ Claim Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 1…	B 84 ⁵⁄₅	◉ ⏳	84	82	N/A	70	95	87
243	jsx-notation ⚡ Claim JSXN encoder/decoder — compact notation for React/Next.js files, optimized for …	B 84 ⁵⁄₅	◉ ⏳	78	100	N/A	64	89	81
244	courier-mcp Claim Build multi-channel notifications into your product, send messages, update list…	B 84 ⁶⁄₆	◉ ⏳	84	86	95	60	80	93
245	uae-law-mcp ⚡ Claim UAE legislation via MCP — full-text search across federal laws, DIFC laws, and …	B 84 ⁵⁄₄	◉ ⏳	75	93	N/A	57	95	92
246	local-skills-mcp ⚡ Claim A universal MCP server that enables any LLM or AI agent to access expert skills…	B 84 ⁵⁄₄	◉ ⏳	84	62	N/A	84	95	96
247	iMessage MCP ⚡ Claim 1 25 tools for searching, analyzing, and exploring your iMessage history on macOS.	B 84 ⁵⁄₅	◉ ⏳	70	100	N/A	79	95	76
248	mcp-server-code-execution-mode ⚡ Claim 1 An MCP server that executes Python code in isolated rootless containers with op…	B 84 ⁵⁄₅	◉ ⏳	96	100	N/A	56	95	58
249	mcp-gads ⚡ Claim Google Ads MCP server — query campaigns, keywords, assets & more via natural la…	B 84 ⁴⁄₄	◉ ⏳	76	N/A	N/A	70	95	94
250	mobile-mcp Claim 2 MCP Server for Android/iOS application and device automation, development and a…	B 84 ⁵⁄₅	◉ ⏳	69	100	N/A	84	95	75

Showing 201–250 of 66394 servers

« Prev 1 … 3 4 5 6 7 … 1328 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops